options(scipen=999)

source(here::here("code", "setup.R"))

# defaults for plots
library(ggplot2); theme_set(theme_minimal());
options(
  ggplot2.continuous.color = "viridis",
  ggplot2.continuous.fill = "viridis"
)
scale_color_discrete <- function(...){
  scale_color_viridis_d(..., direction = -1, 
                        begin = 0, end = .6, option = "plasma")}
scale_fill_discrete <- function(...){
  scale_fill_viridis_d(..., direction = -1, 
                       begin = 0, end = .6, option = "plasma")}

scale_color_continuous <- function(...){
  scale_color_viridis_c(..., direction = -1, 
                        option = "plasma")}
scale_fill_continuous <- function(...){
  scale_fill_viridis_c(..., direction = -1, 
                       option = "plasma")}

# Table formatting
library(kableExtra)
kablebox <- . %>% 
  slice_head(n = 100) %>%
  knitr::kable() %>% 
  kable_styling() %>% 
  scroll_box(height = "400px")

Data

# actions 
actions <- read_csv(here("data" , "actions.csv"))

actions %>% distinct(docket_id) %>% nrow
## [1] 454
# clean match data from finreg_commenter_covariates
load(here("data", "match_data_clean.Rdata"))

d <- match_data_clean  %>% distinct()

d %<>% mutate(NonProfitTax_name= nonprofits_resources_name,
              # compustat_resources_name,
              OpenSecretsOrgs_name = opensecrets_resources_jwVersion_name)

# data from finreg org level covariates
orgs <- here("data", #"match_data", # old in match_data
              #"finreg_org_level_covariates_df_20210908.csv"
              "finreg_org_level_covariates_df_20211118.csv"

             ) %>% 
read_csv()

Number of comments by organization type

d %<>% mutate(org_comment = ifelse(is_likely_org == 1, "Likely Org", "Likely Not Org"),
              Agency = str_to_upper(comment_agency))

d %<>% mutate(Org_type = org_type %>% 
                str_replace("CIK", "Filed with SEC (CIK Data)") %>% 
                str_replace("compustat", "Wharton Compustat Company Database") %>% 
                str_replace("FDIC", "FDIC-Insured Bank") %>% 
                str_replace("Nonprofit", "Nonprofit (IRS Data)") %>% 
                str_replace("FFIEC", "FFIEC Bank/Bank-like Entity") %>% 
                str_replace("OpenSecrets", "PAC Donor (CRP Data)"))

# comments 
d %>% group_by(Agency, Org_type) %>% 
  count() %>% 
  ggplot() +
  aes(x = Agency, y = n, fill = Org_type) + 
  geom_col() + 
  labs(fill = "Type of Organanization",
       y = "Number of Comments")


# unique orgs
d %>% distinct(Agency, Org_type, org_name) %>% 
  group_by(Agency, Org_type) %>% 
  count() %>%
  ggplot() +
  aes(x = Agency, y = n, fill = Org_type) + 
  geom_col() + 
  labs(fill = "Type of Organanization",
       y = "Number of Organizations")

# with the data Jacob collapsed
orgs %>% 
  mutate(Agency = str_spl(comment_agency, "\\|"),
         org_type = best_match_type %>% str_remove("_.*")) %>% 
  unnest(Agency) %>%
  group_by(Agency, org_type) %>% 
  count() %>% 
  ggplot() +
  aes(x = Agency, y = n, fill = org_type) + 
  geom_col() + 
  #facet_wrap("org_comment", scales = "free") +
  labs(fill = "Type of Organanization",
       y = "Number of Organizations")

org_count_agency <- d %>% filter(is_likely_org ==1) %>% 
  count(org_name, org_type, org_resources, Agency)

org_count <- d %>% filter(is_likely_org ==1) %>% 
  count(org_name, org_type, org_resources)


Payday loan rule

The payday loan rule accounts for 90% of credit union comments and 50% of nonprofit comments, and 75% of open secrets matched comments in the current data. 15% of nonprofits and 30% of opensecrets matches commented only on the payday loan rule

d %<>% mutate(payday = ifelse(str_detect(comment_url, "CFPB-2016-0025|CFPB-2019-0006"), "Payday Loan Rules", "Other Rules"))

d %>% group_by(Agency, Org_type, payday) %>% 
  count() %>% 
  ggplot() +
  aes(x = Agency, y = n, fill = Org_type) + 
  geom_col() + 
  labs(fill = "Type of Organanization",
       y = "Number of Comments") + 
  facet_wrap("payday")

d %>% 
  filter(payday == "Payday Loan Rules") %>% 
  count(comment_org_name, sort = T) %>% 
  kablebox() 
comment_org_name n
advance financial 1966
axcess financial 1928
cash express 536
peoples action institute 205
baptist fellowship 142
amscot financial 110
virginia organizing 102
check cash 79
maryland consumer rights coalition 51
united action 47
council la raza 43
choice financial 40
illinois peoples action 36
florida alliance consumer protection 34
michigan united 30
new jersey citizen action 29
virginia organizing project 25
mississippi senate 18
southwest center economic integrity 18
wispirg foundation 17
peoples action 14
independent finance institute 11
mississippi house representatives 11
oklahoma house representatives 11
b d title loans 10
new economy project 10
south carolina house representatives 10
oregon food 9
texas appleseed 9
american financial 8
financial services 8
house representatives south carolina 8
plan nevada 7
clarity services 6
florida house representatives 6
illinois senate 6
pine credit 6
senate virginia 6
stop debt trap campaign 6
california senate 5
cash dash 5
cash payday 5
check n go 5
installment lenders 5
lending bear 5
loan central 5
reinvestment partners 5
st louis credit 5
americans financial reform 4
center responsible lending 4
louisiana house representatives 4
maryland house delegates 4
texas house representatives 4
title cash 4
washington legislature 4
california reinvestment coalition 3
call center 3
cardinal credit 3
colorado house representatives 3
consumer action 3
first central credit 3
florida senate 3
georgia watch 3
house representatives tennessee 3
illinois house representatives 3
indiana house representatives 3
instant cash 3
louisiana senate 3
michigan house representatives 3
ohio house representatives 3
pew charitable trusts 3
ph financial services 3
progressive leadership alliance nevada 3
suncoast credit 3
us pirg education 3
veritec solutions 3
virginia house delegates 3
washington house representatives 3
wisconsin assembly 3
wisconsin senate 3
access credit 2
ace cash express 2
advance financial store 11 2
advanced financial 2
american bankers 2
americash loans 2
arizona financial choice 2
arizona house representatives 2
arizona senate 2
brentwood baptist church 2
capital cash 2
cash 1 2
center public justice 2
check partnership 2
civil justice 2
cng financial 2
concerned citizen 2
dept treasury 2
detroit regional chamber 2
doches credit 2
orgs %>% 
  filter(str_dct(best_match_name, "financial")) %>% 
  arrange(-num_comments) %>% 
  kablebox()
best_match_name log_p1_financial_measure num_comments best_match_type comment_agency best_match_type_color num_venues_commenting_in log_num_comments
americans financial reform 4.602071 168 opensecrets_resources_jwVersion CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC 5 4 2.2253093
amscot financial 6.245513 113 opensecrets_resources_jwVersion CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB 5 1 2.0530784
financial services roundtable 7.032207 98 nonprofits_resources CFPB|CFPB|CFPB|CFPB|CFPB|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC|NCUA|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC|CFTC 2 5 1.9912261
choice financial 6.059565 43 FDIC_Institutions CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|FRS 3 2 1.6334685
pnc financial services 10.909572 29 CIK CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|SEC|SEC|SEC|SEC|SEC|SEC|FRS|FRS|FRS|FRS|FRS|FRS|FRS|FRS|CFTC|CFTC|CFTC|CFTC 1 4 1.4623980
bok financial 9.786183 14 compustat_resources CFPB|SEC|SEC|SEC|SEC|SEC|FRS|FRS|FRS|FRS|CFTC|CFTC|CFTC|CFTC 7 4 1.1461280
financial services 5.993797 12 FDIC_Institutions CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|FRS|FRS 3 2 1.0791812
wolters kluwer financial services 5.913814 11 opensecrets_resources_jwVersion CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|FRS 5 2 1.0413927
capital one financial 10.891365 10 CIK SEC|SEC|SEC|SEC|SEC|SEC|FRS|FRS|FRS|CFTC 1 3 1.0000000
financial services institute 6.584445 9 nonprofits_resources CFPB|SEC|SEC|SEC|SEC|SEC|SEC|SEC|SEC 2 2 0.9542425
american financial 4.824822 8 FDIC_Institutions CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|CFPB 3 1 0.9030900
prudential financial 10.618153 8 CIK FRS|FRS|FRS|FRS|FRS|CFTC|CFTC|CFTC 1 2 0.9030900
bankfirst financial services 5.979966 7 FDIC_Institutions CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|FRS 3 2 0.8450980
securian financial 5.736796 7 opensecrets_resources_jwVersion CFPB|CFPB|CFPB|CFPB|CFPB|CFPB|FRS 5 2 0.8450980
american legal financial network 5.692364 5 nonprofits_resources CFPB|CFPB|CFPB|CFPB|CFPB 2 1 0.6989700
shadow financial regulatory committee 5.191831 5 nonprofits_resources SEC|SEC|FRS|FRS|FRS 2 2 0.6989700
svb financial 10.520169 5 CIK SEC|SEC|FRS|FRS|FRS 1 2 0.6989700
financial service centers 6.144076 4 opensecrets_resources_jwVersion CFPB|CFPB|FRS|FRS 5 2 0.6020600
financial services roundtable supplier diversity 3.211388 4 nonprofits_resources FRS|FRS|FRS|FRS 2 1 0.6020600
first financial 5.262297 4 FDIC_Institutions CFPB|SEC|FRS|FRS 3 3 0.6020600
first financial bankshares 9.853455 4 CIK FRS|FRS|FRS|FRS 1 1 0.6020600
ally financial 10.274042 3 CIK SEC|SEC|FRS 1 2 0.4771213
certified financial planner standards 7.567072 3 nonprofits_resources SEC|SEC|SEC 2 1 0.4771213
representative financial services 3.254065 3 nonprofits_resources SEC|SEC|SEC 2 1 0.4771213
west philadelphia financial services institution 6.924706 3 nonprofits_resources CFPB|CFPB|CFPB 2 1 0.4771213
center financial independence innovation 6.100122 2 nonprofits_resources CFPB|CFPB 2 1 0.3010300
financial executives international 3.986637 2 nonprofits_resources SEC|FRS 2 2 0.3010300
fulton financial 9.409764 2 CIK SEC|FRS 1 2 0.3010300
horizon financial 5.119665 2 FDIC_Institutions CFPB|CFPB 3 1 0.3010300
iab financial 6.033446 2 FDIC_Institutions CFPB|CFPB 3 1 0.3010300
idaho financial services assn 4.256309 2 nonprofits_resources CFPB|CFPB 2 1 0.3010300
illinois financial services 4.979635 2 nonprofits_resources CFPB|CFPB 2 1 0.3010300
northland financial 5.294149 2 FDIC_Institutions SEC|FRS 3 2 0.3010300
ocwen financial 8.428949 2 CIK SEC|FRS 1 2 0.3010300
pennymac financial services 9.655042 2 CIK CFPB|CFPB 1 1 0.3010300
personal financial advisors 6.571088 2 nonprofits_resources SEC|SEC 2 1 0.3010300
principal financial 10.254596 2 CIK FRS|CFTC 1 2 0.3010300
umb financial 9.656481 2 CIK FRS|FRS 1 1 0.3010300
young americans center financial education 6.162497 2 nonprofits_resources CFPB|SEC 2 2 0.3010300
agstar financial services 6.000000 1 opensecrets_resources_jwVersion CFPB 5 1 0.0000000
allfirst financial center 4.905024 1 FDIC_Institutions SEC 3 1 0.0000000
ameriserv financial 6.062025 1 FDIC_Institutions FRS 3 1 0.0000000
broadridge financial solutions 10.302720 1 CIK SEC 1 1 0.0000000
c f financial 8.288350 1 CIK CFPB 1 1 0.0000000
center financial education 4.741049 1 nonprofits_resources CFPB 2 1 0.0000000
center financial empowerment 4.927365 1 nonprofits_resources CFPB 2 1 0.0000000
chemical financial industrial westminster 4.684307 1 FDIC_Institutions FRS 3 1 0.0000000
chesapeake financial shares 8.146934 1 CIK FRS 1 1 0.0000000
cinco family financial center credit 8.123555 1 nonprofits_resources CFPB 2 1 0.0000000
citizens financial 6.048406 1 FDIC_Institutions FRS 3 1 0.0000000
discover financial services 10.604302 1 CIK SEC 1 1 0.0000000
esb financial 5.354932 1 FDIC_Institutions CFPB 3 1 0.0000000
fb financial 9.286681 1 CIK FRS 1 1 0.0000000
financial protection law center 6.153004 1 nonprofits_resources CFPB 2 1 0.0000000
first south financial credit 8.612633 1 nonprofits_resources FRS 2 1 0.0000000
freedom financial 5.261351 1 FDIC_Institutions CFPB 3 1 0.0000000
genworth financial 9.269980 1 CIK FRS 1 1 0.0000000
good samaritan hospital attn chief financial officer 8.616673 1 nonprofits_resources SEC 2 1 0.0000000
harleydavidson financial services 5.939520 1 opensecrets_resources_jwVersion CFPB 5 1 0.0000000
healthcare financial management 7.322100 1 nonprofits_resources SEC 2 1 0.0000000
homestar financial services 5.551172 1 FDIC_Institutions CFPB 3 1 0.0000000
illinois league financial institutions 6.842811 1 nonprofits_resources FRS 2 1 0.0000000
kemba financial credit 8.821703 1 nonprofits_resources CFPB 2 1 0.0000000
manulife financial 10.597903 1 CIK SEC 1 1 0.0000000
minnesota insurance financial services council 5.790967 1 nonprofits_resources CFPB 2 1 0.0000000
mizuho financial 10.571348 1 CIK FRS 1 1 0.0000000
modern financial services alabama 4.048946 1 nonprofits_resources CFPB 2 1 0.0000000
nashville insurance financial advisors 5.118526 1 nonprofits_resources CFPB 2 1 0.0000000
northway financial 7.951478 1 CIK FRS 1 1 0.0000000
oregon financial services assn 4.999283 1 nonprofits_resources CFPB 2 1 0.0000000
pennsylvania financial services 4.193236 1 nonprofits_resources FRS 2 1 0.0000000
pioneer financial 5.883778 1 FDIC_Institutions FRS 3 1 0.0000000
star financial 4.804214 1 FDIC_Institutions FRS 3 1 0.0000000
town country financial cp 7.276462 1 compustat_resources FRS 7 1 0.0000000
wintrust financial 9.635484 1 CIK FRS 1 1 0.0000000


Commenters matched to other datasets of known organizations

d %<>% filter(is_likely_org == 1)

# 2k
 paste("Credit Union matches: ", sum(!is.na(d$CreditUnions_name)) )
## [1] "Credit Union matches:  2289"
d %>% filter(!is.na(CreditUnions_name)) %>% select(ends_with("name"), comment_url) %>% kablebox()
comment_org_name comment_submitter_name CIK_name CreditUnions_name FDIC_Institutions_name FFIECInstitutions_name SEC_Institutions_name compustat_resources_name nonprofits_resources_name opensecrets_resources_jwVersion_name FDIC_Institutions-orgMatch:STNAME org_name NonProfitTax_name OpenSecretsOrgs_name comment_url
freedom credit marcia bagnell NA freedom credit NA NA NA NA NA NA NA freedom credit NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-12038
freedom credit rebecca daly NA freedom credit NA NA NA NA NA NA NA freedom credit NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0011
advance financial richard buchanan NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-144346
advance financial cornillo moreno NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-144358
advance financial susana garcia mora NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-144357
advance financial marvin rodriguez NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-144355
advance financial juan enrique arias delgado NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-144354
advance financial michael morgan NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-144886
bethel ame church kenneth baker NA bethel ame church NA NA NA NA NA NA NA bethel ame church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-144915
brentwood baptist church rev carolyn pickens NA brentwood baptist church NA NA NA NA NA NA NA brentwood baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-144894
advance financial mike lynn NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-144950
brentwood baptist church rev kevin williams NA brentwood baptist church NA NA NA NA NA NA NA brentwood baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-144895
advance financial mary constocel NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-145355
advance financial melissa jones NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-145537
advance financial nigel gwan NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-145534
advance financial matthew harvey NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-145533
baptist fellowship constance glass NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-146537
advance financial mary brown NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-145620
baptist fellowship bob brewer NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-145332
advance financial christian beck NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-145508
advance financial fernando bravo NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-145517
baptist fellowship aubrey hunt NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-145331
baptist fellowship carol hawkins NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-145336
baptist fellowship carolyn worthy NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-146535
advance financial audrey jones NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-154176
baptist fellowship jimmy simmons NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158083
baptist fellowship pete mcqueen NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-154265
advance financial melissa richmond NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-151959
baptist fellowship francine walker NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-146632
advance financial allison wood NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-157596
baptist fellowship sarah gilchrist NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148431
advance financial josh jones NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-154022
baptist fellowship tiffany mcdaniel NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158049
baptist fellowship shirley oliver NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-146625
advance financial diego romero NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-156841
advance financial jake trapp NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-154813
arkansas employees credit wendy campbell NA arkansas kraft employees NA NA NA NA NA NA NA arkansas kraft employees NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148770
baptist fellowship arleane morehead NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158043
baptist fellowship carlton burnam NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148499
baptist fellowship jill mays NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158052
baptist fellowship cynthia burgess NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158059
advance financial shane hillman NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-157509
advance financial thomas peterson NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-150423
baptist fellowship lucious white NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158080
baptist fellowship willis gardner NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148526
advance financial roger tanner NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-150916
baptist fellowship barbara leach NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158042
baptist fellowship annie williams NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148411
baptist fellowship doreen van rossum NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158032
baptist fellowship rebecca sanders NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-154267
baptist fellowship geraldine chapman NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148414
baptist fellowship glenda snow NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148508
baptist fellowship bill ballew NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-154235
baptist fellowship harry thurman NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-146600
baptist fellowship stephany shorter NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158035
advance financial arturo villa NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-156316
baptist fellowship michelle mcmillan NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158077
advance financial anonymous anonymous NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-156631
advance financial shirley barnes NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-152220
baptist fellowship robert reeves NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148537
baptist fellowship nancy thurman NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-146612
baptist fellowship brenda tillman NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148497
baptist fellowship tomarr williams NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158072
baptist fellowship pat robertson NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-154263
advance financial miguel santo NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-156221
baptist fellowship janet turner NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-154259
baptist fellowship ragsdale NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148541
baptist fellowship irvin seawright NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158030
advance financial janette smith NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-156575
baptist fellowship yvonne burnam NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148527
baptist fellowship ketra smith NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158082
emerald credit joe crawfis NA emerald credit NA NA NA NA NA NA NA emerald credit NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-154340
baptist fellowship gary fowler NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158039
baptist fellowship thomas hawkins NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-146627
baptist fellowship arlene topley NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148531
baptist fellowship emma hicks NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148556
baptist fellowship ruby allison NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158074
baptist fellowship luella robinson NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-154493
baptist fellowship joann mitchell adkins NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-146608
baptist fellowship marketta english NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158079
baptist fellowship olga shaver NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148535
baptist fellowship charlotte wilson NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158041
abilene teachers credit james boyd NA abilene teachers NA NA NA NA NA NA NA abilene teachers NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148822
baptist fellowship william rhodes NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148542
baptist fellowship eugene conway NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-146631
advance financial janice vines NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-156071
advance financial lonnie compton NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-154827
advance financial ryan dunlap NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-154780
texas people credit andy reed NA texas people NA NA NA NA NA NA NA texas people NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148852
baptist fellowship emma lowe NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158055
advance financial ashley shepherd NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-156607
baptist fellowship nicholas gilchrist NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158076
advance financial paula steele NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-153158
advance financial michael tatham NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-150849
baptist fellowship juanita norman NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158028
baptist fellowship destiny davis NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-146588
baptist fellowship george black NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158038
advance financial howard frederick NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-150837
baptist fellowship mae eccles NA fellowship baptist church NA NA NA NA NA NA NA fellowship baptist church NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158027
advance financial ray dalton NA advance financial NA NA NA NA NA NA NA advance financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-152610
# 5k
 paste("CIK matches: ", sum(!is.na(d$CIK_name)) )
## [1] "CIK matches:  3533"
d %>% filter(!is.na(CIK_name)) %>% select(ends_with("name"), comment_url)  %>% kablebox()
comment_org_name comment_submitter_name CIK_name CreditUnions_name FDIC_Institutions_name FFIECInstitutions_name SEC_Institutions_name compustat_resources_name nonprofits_resources_name opensecrets_resources_jwVersion_name FDIC_Institutions-orgMatch:STNAME org_name NonProfitTax_name OpenSecretsOrgs_name comment_url
troy capital rance willey troy capital partners NA NA NA NA NA NA NA NA troy capital partners NA NA https://www.regulations.gov/document?D=CFPB-2020-0010-0006
american financial services celia winslow american financial services NA NA NA NA NA NA NA NA american financial services NA NA https://www.regulations.gov/document?D=CFPB-2020-0010-0009
one true ohad samet one true NA NA NA NA NA NA NA NA one true NA NA https://www.regulations.gov/document?D=CFPB-2020-0010-0010
select portfolio servicing mike kruger select portfolio servicing NA NA NA NA NA NA NA NA select portfolio servicing NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-12078
gc services limited partnership brad batig gc central 12 limited partnership NA NA NA NA NA NA NA NA gc central 12 limited partnership NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-12101
troy capital rance willey troy capital partners NA NA NA NA NA NA NA NA troy capital partners NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-12073
troy capital zackary willey troy capital partners NA NA NA NA NA NA NA NA troy capital partners NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-12060
troy capital rance willey troy capital partners NA NA NA NA NA NA NA NA troy capital partners NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-12072
rivers edge jenn bergsma rivers edge NA NA NA NA NA NA NA NA rivers edge NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0473
express recovery services amber peterson automotive recovery services NA NA NA NA NA NA NA NA automotive recovery services NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-9152
check cash jake proffitt check cash NA NA NA NA NA NA NA NA check cash NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-9175
express recovery services amber peterson automotive recovery services NA NA NA NA NA NA NA NA automotive recovery services NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-9142
american bar judy perry martinez american bar NA NA NA NA NA NA NA NA american bar NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-9441
consumer law center et al anonymous anonymous abs capital partners et al NA NA NA NA NA NA NA NA abs capital partners et al NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-9570
progressive management systems yvonne garcia progressive angioplasty systems NA NA NA NA NA NA NA NA progressive angioplasty systems NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-9546
new economy project sarah ludwig new economy project NA NA NA NA NA NA NA NA new economy project NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-9531
encore capital sheryl wright encore capital NA NA NA NA NA NA NA NA encore capital NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-9590
telecheck services trs recovery services jane williams telecheck services NA NA NA NA NA NA NA NA telecheck services NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-9576
bankers compliance consulting diane dean aegix compliance consulting NA NA NA NA NA NA NA NA aegix compliance consulting NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0240
international bancshares dennis nixon international bancshares NA NA NA NA NA NA NA NA international bancshares NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0246
missouri bankers keith thornburg missouri bankers NA NA NA NA NA NA NA NA missouri bankers NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0339
california bankers martha opich bankers california ta NA NA NA NA NA NA NA NA bankers california ta NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0337
southern financial systems kimberly amacker southern contract systems NA NA NA NA NA NA NA NA southern contract systems NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-6331
southern financial systems john jarrell southern contract systems NA NA NA NA NA NA NA NA southern contract systems NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-6363
cedar financial alan fassonaki cedar hill financial services NA NA NA NA NA NA NA NA cedar hill financial services NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-6976
call center call center call center call center NA NA NA NA NA NA NA NA call center NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-211685
call center call center call center call center NA NA NA NA NA NA NA NA call center NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-211675
call center call center call center call center NA NA NA NA NA NA NA NA call center NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-211674
peoples mortgage michelle collins peoples financial realty mortgage securities 20061 NA NA NA NA NA NA NA NA peoples financial realty mortgage securities 20061 NA NA https://www.regulations.gov/document?D=CFPB-2017-0018-0009
peoples mortgage michael morgan peoples financial realty mortgage securities 20061 NA NA NA NA NA NA NA NA peoples financial realty mortgage securities 20061 NA NA https://www.regulations.gov/document?D=CFPB-2017-0018-0010
peoples mortgage jeff hanks peoples financial realty mortgage securities 20061 NA NA NA NA NA NA NA NA peoples financial realty mortgage securities 20061 NA NA https://www.regulations.gov/document?D=CFPB-2017-0018-0008
peoples mortgage phil solano peoples financial realty mortgage securities 20061 NA NA NA NA NA NA NA NA peoples financial realty mortgage securities 20061 NA NA https://www.regulations.gov/document?D=CFPB-2017-0018-0006
peoples mortgage andria joachims peoples financial realty mortgage securities 20061 NA NA NA NA NA NA NA NA peoples financial realty mortgage securities 20061 NA NA https://www.regulations.gov/document?D=CFPB-2017-0018-0013
peoples mortgage kyli clark peoples financial realty mortgage securities 20061 NA NA NA NA NA NA NA NA peoples financial realty mortgage securities 20061 NA NA https://www.regulations.gov/document?D=CFPB-2017-0018-0012
peoples mortgage kevin kerivan peoples financial realty mortgage securities 20061 NA NA NA NA NA NA NA NA peoples financial realty mortgage securities 20061 NA NA https://www.regulations.gov/document?D=CFPB-2017-0018-0014
peoples mortgage andy wilt peoples financial realty mortgage securities 20061 NA NA NA NA NA NA NA NA peoples financial realty mortgage securities 20061 NA NA https://www.regulations.gov/document?D=CFPB-2017-0018-0017
home mortgage kelley grealis home mortgage NA NA NA NA NA NA NA NA home mortgage NA NA https://www.regulations.gov/document?D=CFPB-2017-0018-0024
vanderbilt mortgage finance jacqueline mallett vanderbilt mortgage finance NA NA NA NA NA NA NA NA vanderbilt mortgage finance NA NA https://www.regulations.gov/document?D=CFPB-2017-0018-0032
fidelity finance mark mccaig united fidelity finance NA NA NA NA NA NA NA NA united fidelity finance NA NA https://www.regulations.gov/document?D=CFPB-2016-0020-6468
check cash NA check cash NA NA NA NA NA NA NA NA check cash NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-208722
instant cash instant cash instant cash instant cash services NA NA NA NA NA NA NA NA instant cash services NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-144140
check cashing check cashing check cashing buckeye check cashing NA NA NA NA NA NA NA NA buckeye check cashing NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-144150
check cash check cash check cash check cash NA NA NA NA NA NA NA NA check cash NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-144133
mortgage resources marsha williams commercial mortgage resources NA NA NA NA NA NA NA NA commercial mortgage resources NA NA https://www.regulations.gov/document?D=CFPB-2016-0038-1614
risk management jr edward demarco risk management NA NA NA NA NA NA NA NA risk management NA NA https://www.regulations.gov/document?D=CFPB-2016-0038-1607
meridian title patricia rosenbaum meridian title escrow NA NA NA NA NA NA NA NA meridian title escrow NA NA https://www.regulations.gov/document?D=CFPB-2016-0038-1623
meridian title leisa boyd meridian title escrow NA NA NA NA NA NA NA NA meridian title escrow NA NA https://www.regulations.gov/document?D=CFPB-2016-0038-1622
international bancshares dennis nixon international bancshares NA NA NA NA NA NA NA NA international bancshares NA NA https://www.regulations.gov/document?D=CFPB-2016-0039-0012
american bar linda klein american bar NA NA NA NA NA NA NA NA american bar NA NA https://www.regulations.gov/document?D=CFPB-2016-0039-0019
coastal credit gregg norris coastal credit NA NA NA NA NA NA NA NA coastal credit NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-144286
dfc global lester firstenberger dfc global NA NA NA NA NA NA NA NA dfc global NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-144769
quest credit matthew jennings credit suisse quest us market neutral NA NA NA NA NA NA NA NA credit suisse quest us market neutral NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-144777
check cash d lynn devault check cash NA NA NA NA NA NA NA NA check cash NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-144941
new economy project anonymous anonymous new economy project NA NA NA NA NA NA NA NA new economy project NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-144901
new economy project 48 new yorkersnew jerseyans new economy project NA NA NA NA NA NA NA NA new economy project NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-145320
first data kim ford first data NA NA NA NA NA NA NA NA first data NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-147178
clarity services thomas chadwick clarity health services NA NA NA NA NA NA NA NA clarity health services NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-154365
payday loan sam hess payday loan NA NA NA NA NA NA NA NA payday loan NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-147944
new economy project 27 new yorkers new economy project NA NA NA NA NA NA NA NA new economy project NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-146832
us eagle credit marsha majors eagle point credit us NA NA NA NA NA NA NA NA eagle point credit us NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-147123
new economy project veronica raphael new economy project NA NA NA NA NA NA NA NA new economy project NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-146864
arizona financial choice kelsey lundy health choice arizona NA NA NA NA NA NA NA NA health choice arizona NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-154296
clarity services timothy ranney clarity health services NA NA NA NA NA NA NA NA clarity health services NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-156224
chatham capital brian reynolds chatham capital NA NA NA NA NA NA NA NA chatham capital NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148840
express advance lativa mcneil express cash advance NA NA NA NA NA NA NA NA express cash advance NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148564
ag consultants robert guzman ag consultants NA NA NA NA NA NA NA NA ag consultants NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148797
cng financial lindsay oak cng financial NA NA NA NA NA NA NA NA cng financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158003
new economy project elina tatis new economy project NA NA NA NA NA NA NA NA new economy project NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-146838
new economy project johanna ketter new economy project NA NA NA NA NA NA NA NA new economy project NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-146841
crystal rock finance jose ramirez crystal rock prism NA NA NA NA NA NA NA NA crystal rock prism NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-154526
new capital rosie papazian new capital NA NA NA NA NA NA NA NA new capital NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-157935
new economy project jess brooks new economy project NA NA NA NA NA NA NA NA new economy project NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-154329
new economy project marlene campos new economy project NA NA NA NA NA NA NA NA new economy project NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-154343
international bancshares dennis nixon international bancshares NA NA NA NA NA NA NA NA international bancshares NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148413
pacifica resource center anita rees pacifica copley center NA NA NA NA NA NA NA NA pacifica copley center NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-157965
clarity services NA clarity health services NA NA NA NA NA NA NA NA clarity health services NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158281
capital cash NA capital cash management NA NA NA NA NA NA NA NA capital cash management NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158285
world acceptance anonymous anonymous world acceptance NA NA NA NA NA NA NA NA world acceptance NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-185032
washington financial services anonymous anonymous accumed services washington NA NA NA NA NA NA NA NA accumed services washington NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-185033
office common council benito barrios qic ballston common office reit NA NA NA NA NA NA NA NA qic ballston common office reit NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-187770
cash dash william strong cash dash NA NA NA NA NA NA NA NA cash dash NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-185146
department financial institutions utah anonymous anonymous asset management financial institutions NA NA NA NA NA NA NA NA asset management financial institutions NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-185040
harpeth financial anonymous anonymous harpeth financial services NA NA NA NA NA NA NA NA harpeth financial services NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-186582
enova internation anonymous anonymous enova international NA NA NA NA NA NA NA NA enova international NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-186589
denver colorado bill cadman summit denver colorado NA NA NA NA NA NA NA NA summit denver colorado NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-187765
lamar advertising richard montgomery lamar advertising NA NA NA NA NA NA NA NA lamar advertising NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-164441
one detroit credit hank hubbard radio one detroit NA NA NA NA NA NA NA NA radio one detroit NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-170682
check cash anonymous anonymous check cash NA NA NA NA NA NA NA NA check cash NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-187768
independent finance illinois anonymous anonymous independent forensics illinois NA NA NA NA NA NA NA NA independent forensics illinois NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-185038
payday loan anonymous anonymous payday loan NA NA NA NA NA NA NA NA payday loan NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-185176
lending bear lending bear lending bear lllp bear creek lending 2012 NA NA NA NA NA NA NA NA lllp bear creek lending 2012 NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-199030
instant cash instant cash instant cash instant cash services NA NA NA NA NA NA NA NA instant cash services NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-199028
check cash anonymous anonymous check cash NA NA NA NA NA NA NA NA check cash NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-199101
1 check cashing paradise anonymous anonymous paradise financial mortgage 1 NA NA NA NA NA NA NA NA paradise financial mortgage 1 NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-199106
check partnership anonymous anonymous checkers control partnership NA NA NA NA NA NA NA NA checkers control partnership NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-199114
nationwide acceptance martin e less nationwide acceptance NA NA NA NA NA NA NA NA nationwide acceptance NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-189985
lending bear anonymous anonymous lllp bear creek lending 2012 NA NA NA NA NA NA NA NA lllp bear creek lending 2012 NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-199121
instant cash anonymous anonymous instant cash services NA NA NA NA NA NA NA NA instant cash services NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-199120
cash dash judy strong cash dash NA NA NA NA NA NA NA NA cash dash NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-199460
securities industry financial markets kevin carroll securities industry financial markets NA NA NA NA NA NA NA NA securities industry financial markets NA NA https://www.regulations.gov/document?D=CFPB-2016-0020-6253
# 1k
 paste("FDIC_Institutions matches: ", sum(!is.na(d$FDIC_Institutions_name)) )
## [1] "FDIC_Institutions matches:  1267"
d %>% filter(!is.na(FDIC_Institutions_name)) %>% select(ends_with("name"), comment_url) %>% kablebox()
comment_org_name comment_submitter_name CIK_name CreditUnions_name FDIC_Institutions_name FFIECInstitutions_name SEC_Institutions_name compustat_resources_name nonprofits_resources_name opensecrets_resources_jwVersion_name FDIC_Institutions-orgMatch:STNAME org_name NonProfitTax_name OpenSecretsOrgs_name comment_url
cross plains karen obrien NA NA cross plains NA NA NA NA NA Indiana cross plains NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0399
cross plains jim tubbs NA NA cross plains NA NA NA NA NA Indiana cross plains NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0402
denver savings karrie ryherd NA NA denver savings NA NA NA NA NA Iowa denver savings NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0415
cross plains sabrina mitchell NA NA cross plains NA NA NA NA NA Indiana cross plains NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0392
jarrettsville savings loan lisa ruzicka NA NA jarrettsville savings loan NA NA NA NA NA Maryland jarrettsville savings loan NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0395
cross plains beth mcnulty NA NA cross plains NA NA NA NA NA Indiana cross plains NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0409
first savings jon mancari NA NA first savings NA NA NA NA NA Iowa first savings NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0401
cross plains rachel kleven NA NA cross plains NA NA NA NA NA Indiana cross plains NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0393
texas austin brenda williams NA NA texas austin NA NA NA NA NA Texas texas austin NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0387
credit one barbara hoerner NA NA credit one NA NA NA NA NA Nevada credit one NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-12102
cross plains susan zander NA NA cross plains NA NA NA NA NA Indiana cross plains NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0427
first southeast jessica aggen NA NA first southeast NA NA NA NA NA Wisconsin first southeast NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0474
first southeast kaila case NA NA first southeast NA NA NA NA NA Wisconsin first southeast NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0476
first southeast debra skaalen NA NA first southeast NA NA NA NA NA Wisconsin first southeast NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0468
united farmers lisa boe NA NA united farmers NA NA NA NA NA Minnesota united farmers NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0482
security savings mindy swieter NA NA security savings NA NA NA NA NA Iowa security savings NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0485
first southeast christopher skaalen NA NA first southeast NA NA NA NA NA Wisconsin first southeast NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0466
valley premier bruce tellefson NA NA valley premier NA NA NA NA NA Minnesota valley premier NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0465
security savings brad lane NA NA security savings NA NA NA NA NA Iowa security savings NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0463
security savings kent peterson NA NA security savings NA NA NA NA NA Iowa security savings NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0479
first capital barbara melton NA NA first capital NA NA NA NA NA Oklahoma first capital NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0460
wood huston mark thompson NA NA wood huston NA NA NA NA NA Missouri wood huston NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0484
reliance savings barton hann NA NA reliance savings NA NA NA NA NA Wisconsin reliance savings NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0462
cumberland valley lisa robbins NA NA cumberland valley NA NA NA NA NA Kentucky cumberland valley NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0483
first southeast james skaalen NA NA first southeast NA NA NA NA NA Wisconsin first southeast NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0471
port richmond savings dianne haywood NA NA port richmond savings NA NA NA NA NA Pennsylvania port richmond savings NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0554
security savings donna lambert NA NA security savings NA NA NA NA NA Iowa security savings NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0555
pine river kirsten eggena NA NA pine river NA NA NA NA NA Minnesota pine river NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0577
monroe savings theresa bruninghaus NA NA monroe savings NA NA NA NA NA New Jersey monroe savings NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0601
lumbee guaranty kate smith NA NA lumbee guaranty NA NA NA NA NA North Carolina lumbee guaranty NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0575
first minnetonka kurt wilkowske NA NA first minnetonka NA NA NA NA NA Minnesota first minnetonka NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0579
farmers hamel tom screeden NA NA farmers hamel NA NA NA NA NA Minnesota farmers hamel NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0604
port richmond savings sidney smith NA NA port richmond savings NA NA NA NA NA Pennsylvania port richmond savings NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0599
security savings kathy carlson NA NA security savings NA NA NA NA NA Iowa security savings NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0576
citizens alliance john gill NA NA citizens alliance NA NA NA NA NA Minnesota citizens alliance NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0568
first farmers joseph conroy NA NA first farmers NA NA NA NA NA Kentucky first farmers NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0570
first commercial alan walters NA NA first commercial NA NA NA NA NA Missouri first commercial NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0571
first wyoming mark zaruba NA NA first wyoming NA NA NA NA NA Minnesota first wyoming NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0629
red river melinda mclain NA NA red river NA NA NA NA NA Minnesota red river NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0628
cross keys ben waston NA NA cross keys NA NA NA NA NA Louisiana cross keys NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0638
first minnesota kim stevensen NA NA first minnesota NA NA NA NA NA Minnesota first minnesota NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0633
first jeanerette shondra louviere NA NA first jeanerette NA NA NA NA NA Louisiana first jeanerette NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0658
red river r chatelain NA NA red river NA NA NA NA NA Minnesota red river NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0661
gulf coast mona crescioni NA NA gulf coast NA NA NA NA NA Louisiana gulf coast NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0655
international amherst lonnie przybylski NA NA international amherst NA NA NA NA NA Wisconsin international amherst NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0653
esb financial james wayman NA NA esb financial NA NA NA NA NA Kansas esb financial NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0699
pine river larrie nelson NA NA pine river NA NA NA NA NA Minnesota pine river NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0702
citizens alliance neal prokosch NA NA citizens alliance NA NA NA NA NA Minnesota citizens alliance NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0707
lincoln savings brenda kelchen NA NA lincoln savings NA NA NA NA NA Iowa lincoln savings NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0695
wood huston jeff crawford NA NA wood huston NA NA NA NA NA Missouri wood huston NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0701
new market anita drentlaw NA NA new market NA NA NA NA NA Minnesota new market NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0693
pine river deb larson NA NA pine river NA NA NA NA NA Minnesota pine river NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0697
red river melinda mclain NA NA red river NA NA NA NA NA Minnesota red river NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0714
farmers savings becky miller NA NA farmers savings NA NA NA NA NA Iowa farmers savings NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0385
comenity comenity capital john marion NA NA comenity capital NA NA NA NA NA Utah comenity capital NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-9558
financial services chrys lemon NA NA financial services NA NA NA NA NA Kentucky financial services NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-9483
grain valley bill lefko NA NA grain valley NA NA NA NA NA Missouri grain valley NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0008
standing stone rick bagby NA NA standing stone NA NA NA NA NA Ohio standing stone NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0004
sabal palm teri rader NA NA sabal palm NA NA NA NA NA Florida sabal palm NA NA https://www.regulations.gov/document?D=CFPB-2019-0021-0143
financial services david john NA NA financial services NA NA NA NA NA Kentucky financial services NA NA https://www.regulations.gov/document?D=CFPB-2019-0022-1165
lone star properties carol schultz NA NA lone star savings NA NA NA NA NA Texas lone star savings NA NA https://www.regulations.gov/document?D=CFPB-2016-0038-1642
financial services NA NA NA financial services NA NA NA NA NA Kentucky financial services NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-211925
home builders michelle hamecs NA NA home builders NA NA NA NA NA Ohio home builders NA NA https://www.regulations.gov/document?D=CFPB-2017-0018-0026
independent bankers ron haynie NA NA independent bankers NA NA NA NA NA Illinois independent bankers NA NA https://www.regulations.gov/document?D=CFPB-2017-0018-0031
home builders curtis milton NA NA home builders NA NA NA NA NA Ohio home builders NA NA https://www.regulations.gov/document?D=CFPB-2017-0018-0046
financial services dennis shaul NA NA financial services NA NA NA NA NA Kentucky financial services NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-211928
southern heritage dixie long NA NA southern heritage NA NA NA NA NA Louisiana southern heritage NA NA https://www.regulations.gov/document?D=CFPB-2017-0021-0022
fa colonial savings kish ivey NA NA fa colonial savings NA NA NA NA NA Kansas fa colonial savings NA NA https://www.regulations.gov/document?D=CFPB-2016-0038-1608
farmers merchants long beach angela oganezova NA NA farmers merchants long beach NA NA NA NA NA California farmers merchants long beach NA NA https://www.regulations.gov/document?D=CFPB-2016-0038-1609
first south sheila greer NA NA first south NA NA NA NA NA Georgia first south NA NA https://www.regulations.gov/document?D=CFPB-2016-0038-1624
loan central loan central NA NA central savings loan NA NA NA NA NA Illinois central savings loan NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-144560
fifth third chad borton NA NA fifth third NA NA NA NA NA Ohio fifth third NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-147147
mississippi bankers gordon fellows NA NA mississippi bankers NA NA NA NA NA Mississippi mississippi bankers NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-146944
north side credit sarah marshall NA NA citizens north side NA NA NA NA NA Wisconsin citizens north side NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148776
nebraska bankers richard baier NA NA nebraska bankers NA NA NA NA NA Nebraska nebraska bankers NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148799
south carolina bankers neil rashley NA NA bankers south carolina NA NA NA NA NA South Carolina bankers south carolina NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148568
southern bancorp jennifer johnson NA NA southern bancorp NA NA NA NA NA Mississippi southern bancorp NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-147240
san angelo credit san angelo credit san angelo credit NA NA central san angelo NA NA NA NA NA Texas central san angelo NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-158262
choice financial bridgette roman NA NA choice financial NA NA NA NA NA North Dakota choice financial NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148842
first nebraska mark asmus NA NA first nebraska NA NA NA NA NA Nebraska first nebraska NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-147176
north country fcu robert morgan NA NA north country savings NA NA NA NA NA New York north country savings NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148796
peoples intermountain jay hunsaker NA NA peoples intermountain NA NA NA NA NA Utah peoples intermountain NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-148853
michigan united terrell harris NA NA united michigan NA NA NA NA NA Michigan united michigan NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-154295
loan central shannon cantrell NA NA central savings loan NA NA NA NA NA Illinois central savings loan NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-169947
michigan united lincoln johnson NA NA united michigan NA NA NA NA NA Michigan united michigan NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-169766
michigan united jorden kelly NA NA united michigan NA NA NA NA NA Michigan united michigan NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-169775
michigan united cheryl yancey NA NA united michigan NA NA NA NA NA Michigan united michigan NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-169783
michigan united colette knight NA NA united michigan NA NA NA NA NA Michigan united michigan NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-169776
michigan united lashanda mayberry NA NA united michigan NA NA NA NA NA Michigan united michigan NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-169765
third coast credit dan thorton NA NA ssb third coast NA NA NA NA NA Texas ssb third coast NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-185084
michigan united tiffany klashen NA NA united michigan NA NA NA NA NA Michigan united michigan NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-169773
michigan united theresa barnes NA NA united michigan NA NA NA NA NA Michigan united michigan NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-169767
michigan united stephen mason NA NA united michigan NA NA NA NA NA Michigan united michigan NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-169759
michigan united marissa pytel NA NA united michigan NA NA NA NA NA Michigan united michigan NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-169785
san jose weston starbird NA NA san jose NA NA NA NA NA California san jose NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-169430
michigan united tanisha bell NA NA united michigan NA NA NA NA NA Michigan united michigan NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-169772
michigan united kevin jackson NA NA united michigan NA NA NA NA NA Michigan united michigan NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-169781
louisiana bankers anonymous anonymous NA NA bankers louisiana NA NA NA NA NA Louisiana bankers louisiana NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-186541
north carolina roy cooper NA NA north carolina NA NA NA NA NA North Carolina north carolina NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-185051
michigan united chris huley NA NA united michigan NA NA NA NA NA Michigan united michigan NA NA https://www.regulations.gov/document?D=CFPB-2016-0025-169770
# 0
 paste("FFIECInstitutions matches: ", sum(!is.na(d$FFIECInstitutions_name)) )
## [1] "FFIECInstitutions matches:  0"
#d %>% filter(!is.na(FFIECInstitutions_name)) %>% select(ends_with("name")) %>% kablebox()

# 18k
 paste("NonProfitTax matches: ", sum(!is.na(d$NonProfitTax_name)) )
## [1] "NonProfitTax matches:  5572"
d %>% filter(!is.na(NonProfitTax_name)) %>% select(ends_with("name"), comment_url) %>% kablebox()
comment_org_name comment_submitter_name CIK_name CreditUnions_name FDIC_Institutions_name FFIECInstitutions_name SEC_Institutions_name compustat_resources_name nonprofits_resources_name opensecrets_resources_jwVersion_name FDIC_Institutions-orgMatch:STNAME org_name NonProfitTax_name OpenSecretsOrgs_name comment_url
aca international leah dempsey NA NA NA NA NA NA aca international NA NA aca international aca international NA https://www.regulations.gov/document?D=CFPB-2020-0010-0025
alaska credit amie keirn NA NA NA NA NA NA alaska credit league NA NA alaska credit league alaska credit league NA https://www.regulations.gov/document?D=CFPB-2019-0022-12056
credit systems susan skovgaard NA NA NA NA NA NA health systems credit NA NA health systems credit health systems credit NA https://www.regulations.gov/document?D=CFPB-2019-0022-12044
legal services elderly jill randall NA NA NA NA NA NA legal services elderly NA NA legal services elderly legal services elderly NA https://www.regulations.gov/document?D=CFPB-2019-0022-12051
better markets andrew bunker NA NA NA NA NA NA better markets NA NA better markets better markets NA https://www.regulations.gov/document?D=CFPB-2019-0022-12055
legal aid society colten fleu NA NA NA NA NA NA legal aid society NA NA legal aid society legal aid society NA https://www.regulations.gov/document?D=CFPB-2019-0022-12042
maryland consumer rights coalition maceline white NA NA NA NA NA NA maryland consumer rights coalition NA NA maryland consumer rights coalition maryland consumer rights coalition NA https://www.regulations.gov/document?D=CFPB-2019-0022-12050
legal aid nebraska jennifer gaughan NA NA NA NA NA NA legal aid nebraska NA NA legal aid nebraska legal aid nebraska NA https://www.regulations.gov/document?D=CFPB-2019-0022-12089
western new york law center matthew parham NA NA NA NA NA NA western new york law center NA NA western new york law center western new york law center NA https://www.regulations.gov/document?D=CFPB-2019-0022-12080
bay area legal aid ofra pleban NA NA NA NA NA NA bay area legal aid NA NA bay area legal aid bay area legal aid NA https://www.regulations.gov/document?D=CFPB-2019-0022-12075
missouri faith voices rev dr cassandra gould NA NA NA NA NA NA missouri faith voices NA NA missouri faith voices missouri faith voices NA https://www.regulations.gov/document?D=CFPB-2019-0022-12070
legal aid society san diego joe villaseñor NA NA NA NA NA NA legal aid society san diego NA NA legal aid society san diego legal aid society san diego NA https://www.regulations.gov/document?D=CFPB-2019-0022-12088
minnesota credit network timothy tacheny NA NA NA NA NA NA minnesota credit network NA NA minnesota credit network minnesota credit network NA https://www.regulations.gov/document?D=CFPB-2019-0022-12062
virginia poverty law center jay speer NA NA NA NA NA NA virginia poverty law center NA NA virginia poverty law center virginia poverty law center NA https://www.regulations.gov/document?D=CFPB-2019-0022-12090
maryland consumers marceline white NA NA NA NA NA NA funeral consumers alliance maryland environs NA NA funeral consumers alliance maryland environs funeral consumers alliance maryland environs NA https://www.regulations.gov/document?D=CFPB-2019-0022-12081
conference supervisors joey samowitz NA NA NA NA NA NA conference supervisors NA NA conference supervisors conference supervisors NA https://www.regulations.gov/document?D=CFPB-2019-0022-12087
maryland consumers marceline white NA NA NA NA NA NA funeral consumers alliance maryland environs NA NA funeral consumers alliance maryland environs funeral consumers alliance maryland environs NA https://www.regulations.gov/document?D=CFPB-2019-0022-12082
american bankers trenea everett NA NA NA NA NA NA american bankers NA NA american bankers american bankers NA https://www.regulations.gov/document?D=CFPB-2019-0022-12061
better markets andrew bunker NA NA NA NA NA NA better markets NA NA better markets better markets NA https://www.regulations.gov/document?D=CFPB-2019-0022-12059
center law economic justice claudia wilner NA NA NA NA NA NA center law economic justice NA NA center law economic justice center law economic justice NA https://www.regulations.gov/document?D=CFPB-2019-0022-12097
montana independent bankers james brown NA NA NA NA NA NA montana independent bankers NA NA montana independent bankers montana independent bankers NA https://www.regulations.gov/document?D=CFPB-2019-0021-0560
massachusetts affordable housing alliance anonymous anonymous NA NA NA NA NA NA massachusetts affordable housing alliance NA NA massachusetts affordable housing alliance massachusetts affordable housing alliance NA https://www.regulations.gov/document?D=CFPB-2019-0021-0663
bankers michigan michael tierney NA NA NA NA NA NA bankers michigan NA NA bankers michigan bankers michigan NA https://www.regulations.gov/document?D=CFPB-2019-0021-0705
american bankers anonymous anonymous NA NA NA NA NA NA american bankers NA NA american bankers american bankers NA https://www.regulations.gov/document?D=CFPB-2019-0021-0674
american bankers rod alba NA NA NA NA NA NA american bankers NA NA american bankers american bankers NA https://www.regulations.gov/document?D=CFPB-2019-0021-0675
texas appleseed melissa sloan NA NA NA NA NA NA texas appleseed NA NA texas appleseed texas appleseed NA https://www.regulations.gov/document?D=CFPB-2019-0021-0683
pittsburgh reinvestment ernest hogan NA NA NA NA NA NA pittsburgh reinvestment NA NA pittsburgh reinvestment pittsburgh reinvestment NA https://www.regulations.gov/document?D=CFPB-2019-0021-0686
heartland credit brad douglas NA NA NA NA NA NA heartland credit NA NA heartland credit heartland credit NA https://www.regulations.gov/document?D=CFPB-2019-0021-0687
aca international leah dempsey NA NA NA NA NA NA aca international NA NA aca international aca international NA https://www.regulations.gov/document?D=CFPB-2019-0022-12112
institute college access success michele streeter NA NA NA NA NA NA institute college access success NA NA institute college access success institute college access success NA https://www.regulations.gov/document?D=CFPB-2019-0022-8564
client services carrie bextermueller NA NA NA NA NA NA client services NA NA client services client services NA https://www.regulations.gov/document?D=CFPB-2019-0022-9068
professional finance nicholas prola NA NA NA NA NA NA california asian insurance finance professional NA NA california asian insurance finance professional california asian insurance finance professional NA https://www.regulations.gov/document?D=CFPB-2019-0022-9193
native american financial services gary davis NA NA NA NA NA NA native american financial services NA NA native american financial services native american financial services NA https://www.regulations.gov/document?D=CFPB-2019-0022-9163
commercial law league kerrick daniel NA NA NA NA NA NA commercial law league NA NA commercial law league commercial law league NA https://www.regulations.gov/document?D=CFPB-2019-0022-9362
reverse mortgage lenders steve irwin NA NA NA NA NA NA reverse mortgage lenders NA NA reverse mortgage lenders reverse mortgage lenders NA https://www.regulations.gov/document?D=CFPB-2019-0022-9246
heartland credit brad douglas NA NA NA NA NA NA heartland credit NA NA heartland credit heartland credit NA https://www.regulations.gov/document?D=CFPB-2019-0022-9216
indiana legal services jon laramore NA NA NA NA NA NA indiana legal services NA NA indiana legal services indiana legal services NA https://www.regulations.gov/document?D=CFPB-2019-0022-9244
installment lenders geoffrey gradler NA NA NA NA NA NA installment lenders NA NA installment lenders installment lenders NA https://www.regulations.gov/document?D=CFPB-2019-0022-9361
empower missouri jeanette mott oxford NA NA NA NA NA NA empower missouri NA NA empower missouri empower missouri NA https://www.regulations.gov/document?D=CFPB-2019-0022-9669
legal action wisconsin jessica roulette NA NA NA NA NA NA legal action wisconsin NA NA legal action wisconsin legal action wisconsin NA https://www.regulations.gov/document?D=CFPB-2019-0022-9485
consumer bankers stephen congdon NA NA NA NA NA NA consumer bankers NA NA consumer bankers consumer bankers NA https://www.regulations.gov/document?D=CFPB-2019-0022-9630
creditors bar yale levy NA NA NA NA NA NA california creditors bar NA NA california creditors bar california creditors bar NA https://www.regulations.gov/document?D=CFPB-2019-0022-9603
maryland consumer rights coalition marceline white NA NA NA NA NA NA maryland consumer rights coalition NA NA maryland consumer rights coalition maryland consumer rights coalition NA https://www.regulations.gov/document?D=CFPB-2019-0022-9679
public citizen bartlett naylor NA NA NA NA NA NA public citizen NA NA public citizen public citizen NA https://www.regulations.gov/document?D=CFPB-2019-0022-9643
southern poverty law center chandra foster NA NA NA NA NA NA southern poverty law center NA NA southern poverty law center southern poverty law center NA https://www.regulations.gov/document?D=CFPB-2019-0022-9632
policy institute naeha prakash NA NA NA NA NA NA policy institute NA NA policy institute policy institute NA https://www.regulations.gov/document?D=CFPB-2019-0022-9610
montana legal services beth hayes NA NA NA NA NA NA montana legal services NA NA montana legal services montana legal services NA https://www.regulations.gov/document?D=CFPB-2019-0022-9612
american resort arda stefanie jackman NA NA NA NA NA NA arda resort owners coalition NA NA arda resort owners coalition arda resort owners coalition NA https://www.regulations.gov/document?D=CFPB-2019-0022-9592
aca international leah dempsey NA NA NA NA NA NA aca international NA NA aca international aca international NA https://www.regulations.gov/document?D=CFPB-2019-0022-9666
pro seniors miriam sheline NA NA NA NA NA NA pro seniors NA NA pro seniors pro seniors NA https://www.regulations.gov/document?D=CFPB-2019-0022-9635
new jersey citizen action beverly brown ruggia NA NA NA NA NA NA citizen action new jersey NA NA citizen action new jersey citizen action new jersey NA https://www.regulations.gov/document?D=CFPB-2019-0022-9390
independent automobile dealers shaun petersen NA NA NA NA NA NA independent automobile dealers assn NA NA independent automobile dealers assn independent automobile dealers assn NA https://www.regulations.gov/document?D=CFPB-2019-0022-9398
cornerstone credit league suzanne yashewski NA NA NA NA NA NA cornerstone credit league NA NA cornerstone credit league cornerstone credit league NA https://www.regulations.gov/document?D=CFPB-2019-0022-9688
consumers research NA NA NA NA NA NA NA consumers research NA NA consumers research consumers research NA https://www.regulations.gov/document?D=CFPB-2019-0022-9580
greater boston legal services nadine cohen NA NA NA NA NA NA greater boston legal services NA NA greater boston legal services greater boston legal services NA https://www.regulations.gov/document?D=CFPB-2019-0022-9601
colorado center law policy sara lipowitz NA NA NA NA NA NA colorado center law policy NA NA colorado center law policy colorado center law policy NA https://www.regulations.gov/document?D=CFPB-2019-0022-9577
public law center leigh ferrin NA NA NA NA NA NA public law center NA NA public law center public law center NA https://www.regulations.gov/document?D=CFPB-2019-0022-9658
new mexico center law poverty lindsay cutler NA NA NA NA NA NA new mexico center law poverty NA NA new mexico center law poverty new mexico center law poverty NA https://www.regulations.gov/document?D=CFPB-2019-0022-9554
florida creditors bar alison walters NA NA NA NA NA NA florida creditors bar NA NA florida creditors bar florida creditors bar NA https://www.regulations.gov/document?D=CFPB-2019-0022-9583
american legal financial network john hearn NA NA NA NA NA NA american legal financial network NA NA american legal financial network american legal financial network NA https://www.regulations.gov/document?D=CFPB-2019-0022-9555
true sky credit sean cahill NA NA NA NA NA NA true sky credit NA NA true sky credit true sky credit NA https://www.regulations.gov/document?D=CFPB-2019-0022-9537
coalition higher education assistance anonymous anonymous NA NA NA NA NA NA coalition higher education assistance NA NA coalition higher education assistance coalition higher education assistance NA https://www.regulations.gov/document?D=CFPB-2019-0022-9400
legal services new jersey anonymous anonymous NA NA NA NA NA NA legal services new jersey NA NA legal services new jersey legal services new jersey NA https://www.regulations.gov/document?D=CFPB-2019-0022-9683
maine center economic policy jody harris NA NA NA NA NA NA maine center economic policy NA NA maine center economic policy maine center economic policy NA https://www.regulations.gov/document?D=CFPB-2019-0022-9690
georgia watch liz coyle NA NA NA NA NA NA georgia watch NA NA georgia watch georgia watch NA https://www.regulations.gov/document?D=CFPB-2019-0022-9608
employment law project judith conti NA NA NA NA NA NA employment law project NA NA employment law project employment law project NA https://www.regulations.gov/document?D=CFPB-2019-0022-9699
legal aid center southern nevada anonymous anonymous NA NA NA NA NA NA legal aid center southern nevada NA NA legal aid center southern nevada legal aid center southern nevada NA https://www.regulations.gov/document?D=CFPB-2019-0022-9582
estate debt coalition anonymous anonymous NA NA NA NA NA NA estate managers coalition NA NA estate managers coalition estate managers coalition NA https://www.regulations.gov/document?D=CFPB-2019-0022-9604
faith et al wisconsin consumer advocates anonymous anonymous NA NA NA NA NA NA planned parenthood advocates wisconsin NA NA planned parenthood advocates wisconsin planned parenthood advocates wisconsin NA https://www.regulations.gov/document?D=CFPB-2019-0022-9445
legal services center harvard law school predatory lending consumer protection clinic anonymous anonymous NA NA NA NA NA NA jimmy ryce center victims predatory abduction NA NA jimmy ryce center victims predatory abduction jimmy ryce center victims predatory abduction NA https://www.regulations.gov/document?D=CFPB-2019-0022-9626
ohio creditors attorneys fredric kannensohn NA NA NA NA NA NA ohio creditors attorneys NA NA ohio creditors attorneys ohio creditors attorneys NA https://www.regulations.gov/document?D=CFPB-2019-0022-9567
oakland attorneys office anonymous anonymous NA NA NA NA NA NA oakland 14th office NA NA oakland 14th office oakland 14th office NA https://www.regulations.gov/document?D=CFPB-2019-0022-9497
veri di suvero anonymous anonymous NA NA NA NA NA NA danny claudine veri family foundation NA NA danny claudine veri family foundation danny claudine veri family foundation NA https://www.regulations.gov/document?D=CFPB-2019-0022-9439
mountain justice anonymous anonymous NA NA NA NA NA NA mountain justice NA NA mountain justice mountain justice NA https://www.regulations.gov/document?D=CFPB-2019-0022-9599
maine equal justice michael kebede NA NA NA NA NA NA maine equal justice partners NA NA maine equal justice partners maine equal justice partners NA https://www.regulations.gov/document?D=CFPB-2019-0022-9611
african american historical society mae breckenridge NA NA NA NA NA NA african american historical society portsmouth NA NA african american historical society portsmouth african american historical society portsmouth NA https://www.regulations.gov/document?D=CFPB-2019-0022-9654
consumer advocates anonymous anonymous NA NA NA NA NA NA consumer advocates NA NA consumer advocates consumer advocates NA https://www.regulations.gov/document?D=CFPB-2019-0022-9543
student loan servicing alliance anonymous anonymous NA NA NA NA NA NA student loan servicing alliance NA NA student loan servicing alliance student loan servicing alliance NA https://www.regulations.gov/document?D=CFPB-2019-0022-9561
consumer federation susan grant NA NA NA NA NA NA consumer federation NA NA consumer federation consumer federation NA https://www.regulations.gov/document?D=CFPB-2019-0022-9589
veterans education success mike saunders NA NA NA NA NA NA veterans education success NA NA veterans education success veterans education success NA https://www.regulations.gov/document?D=CFPB-2019-0022-9544
woodstock institute brent adams NA NA NA NA NA NA woodstock institute NA NA woodstock institute woodstock institute NA https://www.regulations.gov/document?D=CFPB-2019-0022-9492
michigan creditors bar anonymous anonymous NA NA NA NA NA NA michigan creditors bar NA NA michigan creditors bar michigan creditors bar NA https://www.regulations.gov/document?D=CFPB-2019-0022-9631
arizona creditors bar david lippman NA NA NA NA NA NA california creditors bar NA NA california creditors bar california creditors bar NA https://www.regulations.gov/document?D=CFPB-2019-0022-9605
better markets andrew bunker NA NA NA NA NA NA better markets NA NA better markets better markets NA https://www.regulations.gov/document?D=CFPB-2019-0022-12032
aca international leah dempsey NA NA NA NA NA NA aca international NA NA aca international aca international NA https://www.regulations.gov/document?D=CFPB-2019-0022-0042
affordable housing centers pennsylvania kenneth bigos NA NA NA NA NA NA affordable housing centers pennsylvania NA NA affordable housing centers pennsylvania affordable housing centers pennsylvania NA https://www.regulations.gov/document?D=CFPB-2019-0021-0018
aca international leah dempsey NA NA NA NA NA NA aca international NA NA aca international aca international NA https://www.regulations.gov/document?D=CFPB-2019-0022-0044
housing action illinois bob palmer NA NA NA NA NA NA housing action illinois NA NA housing action illinois housing action illinois NA https://www.regulations.gov/document?D=CFPB-2019-0021-0024
delaware reinvestment action council rashmi rangan NA NA NA NA NA NA delaware reinvestment action council NA NA delaware reinvestment action council delaware reinvestment action council NA https://www.regulations.gov/document?D=CFPB-2019-0021-0098
aca international leah dempsey NA NA NA NA NA NA aca international NA NA aca international aca international NA https://www.regulations.gov/document?D=CFPB-2019-0022-0048
aca international leah dempsey NA NA NA NA NA NA aca international NA NA aca international aca international NA https://www.regulations.gov/document?D=CFPB-2019-0022-0049
fair housing center metropolitan detroit anonymous anonymous NA NA NA NA NA NA fair housing center metropolitan detroit NA NA fair housing center metropolitan detroit fair housing center metropolitan detroit NA https://www.regulations.gov/document?D=CFPB-2019-0021-0165
empire justice center barbara kerkhove NA NA NA NA NA NA empire justice center NA NA empire justice center empire justice center NA https://www.regulations.gov/document?D=CFPB-2019-0021-0202
metropolitan st louis equal housing opportunity council elisabeth risch NA NA NA NA NA NA metropolitan st louis equal housing opportunity council NA NA metropolitan st louis equal housing opportunity council metropolitan st louis equal housing opportunity council NA https://www.regulations.gov/document?D=CFPB-2019-0021-0252
league southeastern credit mike lee NA NA NA NA NA NA league southeastern credit NA NA league southeastern credit league southeastern credit NA https://www.regulations.gov/document?D=CFPB-2019-0021-0253
wisconsin credit league paul guttormsson NA NA NA NA NA NA wisconsin credit league NA NA wisconsin credit league wisconsin credit league NA https://www.regulations.gov/document?D=CFPB-2019-0021-0254
minnesota bankers teresa rice NA NA NA NA NA NA minnesota bankers NA NA minnesota bankers minnesota bankers NA https://www.regulations.gov/document?D=CFPB-2019-0021-0271
st louis equal housing opportunity council elisabeth risch NA NA NA NA NA NA metropolitan st louis equal housing opportunity council NA NA metropolitan st louis equal housing opportunity council metropolitan st louis equal housing opportunity council NA https://www.regulations.gov/document?D=CFPB-2019-0021-0314
new jersey citizen action beverly brown ruggia NA NA NA NA NA NA citizen action new jersey NA NA citizen action new jersey citizen action new jersey NA https://www.regulations.gov/document?D=CFPB-2019-0021-0316
ohio credit league miriah lee NA NA NA NA NA NA ohio credit league NA NA ohio credit league ohio credit league NA https://www.regulations.gov/document?D=CFPB-2019-0021-0263
# 4k
 paste("OpenSecrets matches: ", sum(!is.na(d$OpenSecretsOrgs_name)) )
## [1] "OpenSecrets matches:  4070"
d %>% filter(!is.na(OpenSecretsOrgs_name)) %>% select(ends_with("name"), comment_url) %>% kablebox()
comment_org_name comment_submitter_name CIK_name CreditUnions_name FDIC_Institutions_name FFIECInstitutions_name SEC_Institutions_name compustat_resources_name nonprofits_resources_name opensecrets_resources_jwVersion_name FDIC_Institutions-orgMatch:STNAME org_name NonProfitTax_name OpenSecretsOrgs_name comment_url
truliant credit atticus simpson NA NA NA NA NA NA NA truliant credit NA truliant credit NA truliant credit https://www.regulations.gov/document?D=CFPB-2019-0022-12103
apex asset management john kline NA NA NA NA NA NA NA apex asset management NA apex asset management NA apex asset management https://www.regulations.gov/document?D=CFPB-2019-0022-9696
libertarian party stinky mcshploogooli NA NA NA NA NA NA NA libertarian party NA libertarian party NA libertarian party https://www.regulations.gov/document?D=CFPB-2019-0021-0376
keller williams realty alice lebkuecher NA NA NA NA NA NA NA keller williams realty NA keller williams realty NA keller williams realty https://www.regulations.gov/document?D=CFPB-2016-0038-1645
keller williams realty marcy bennett NA NA NA NA NA NA NA keller williams realty NA keller williams realty NA keller williams realty https://www.regulations.gov/document?D=CFPB-2016-0038-1637
realtors ebby halliday meredith held NA NA NA NA NA NA NA ebby halliday realtors NA ebby halliday realtors NA ebby halliday realtors https://www.regulations.gov/document?D=CFPB-2016-0038-1635
colorado university bill ritter jr NA NA NA NA NA NA NA colorado university NA colorado university NA colorado university https://www.regulations.gov/document?D=CFPB-2016-0025-211869
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-211871
florida house representatives davie eagle NA NA NA NA NA NA NA florida house representatives NA florida house representatives NA florida house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-211880
alaska usa credit dan mccue NA NA NA NA NA NA NA alaska usa credit NA alaska usa credit NA alaska usa credit https://www.regulations.gov/document?D=CFPB-2017-0018-0047
california senate bob wieckowski NA NA NA NA NA NA NA california senate NA california senate NA california senate https://www.regulations.gov/document?D=CFPB-2016-0020-6452
bethpage credit wayne grosse NA NA NA NA NA NA NA bethpage credit NA bethpage credit NA bethpage credit https://www.regulations.gov/document?D=CFPB-2016-0020-6450
americans financial reform lisa donner NA NA NA NA NA NA NA americans financial reform NA americans financial reform NA americans financial reform https://www.regulations.gov/document?D=CFPB-2016-0025-208914
mississippi house representatives michael evans NA NA NA NA NA NA NA mississippi house representatives NA mississippi house representatives NA mississippi house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-208725
florida senate jack latvala NA NA NA NA NA NA NA florida senate NA florida senate NA florida senate https://www.regulations.gov/document?D=CFPB-2016-0025-208728
mississippi senate willie simmons NA NA NA NA NA NA NA mississippi senate NA mississippi senate NA mississippi senate https://www.regulations.gov/document?D=CFPB-2016-0025-208729
mississippi house representatives kathy sykes NA NA NA NA NA NA NA mississippi house representatives NA mississippi house representatives NA mississippi house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-208734
wisconsin assembly robin vos NA NA NA NA NA NA NA wisconsin assembly NA wisconsin assembly NA wisconsin assembly https://www.regulations.gov/document?D=CFPB-2016-0025-208738
mississippi senate charles younger NA NA NA NA NA NA NA mississippi senate NA mississippi senate NA mississippi senate https://www.regulations.gov/document?D=CFPB-2016-0025-208744
south carolina house representatives jr samuel rivers NA NA NA NA NA NA NA south carolina house representatives NA south carolina house representatives NA south carolina house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-208736
south carolina house representatives mike forrester NA NA NA NA NA NA NA south carolina house representatives NA south carolina house representatives NA south carolina house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-208733
michigan house representatives robert kosowski NA NA NA NA NA NA NA michigan house representatives NA michigan house representatives NA michigan house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-208743
illinois general assembly kimberly lightford NA NA NA NA NA NA NA illinois general assembly NA illinois general assembly NA illinois general assembly https://www.regulations.gov/document?D=CFPB-2016-0025-208735
house representatives south carolina mike burns NA NA NA NA NA NA NA south carolina house representatives NA south carolina house representatives NA south carolina house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-208732
georgia house representatives bruce williamson NA NA NA NA NA NA NA georgia house representatives NA georgia house representatives NA georgia house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-208739
house representatives south carolina garry smith NA NA NA NA NA NA NA south carolina house representatives NA south carolina house representatives NA south carolina house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-208731
south carolina house representatives michael pitts NA NA NA NA NA NA NA south carolina house representatives NA south carolina house representatives NA south carolina house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-208745
americans financial reform andrew rogers NA NA NA NA NA NA NA americans financial reform NA americans financial reform NA americans financial reform https://www.regulations.gov/document?D=CFPB-2016-0025-208912
veritec solutions thomas reinheimer NA NA NA NA NA NA NA veritec solutions NA veritec solutions NA veritec solutions https://www.regulations.gov/document?D=CFPB-2016-0025-208911
americans financial reform andrew rogers NA NA NA NA NA NA NA americans financial reform NA americans financial reform NA americans financial reform https://www.regulations.gov/document?D=CFPB-2016-0020-6391
wolters kluwer financial services jeanne erickson NA NA NA NA NA NA NA wolters kluwer financial services NA wolters kluwer financial services NA wolters kluwer financial services https://www.regulations.gov/document?D=CFPB-2016-0038-1610
alaska usa credit christopher wilder NA NA NA NA NA NA NA alaska usa credit NA alaska usa credit NA alaska usa credit https://www.regulations.gov/document?D=CFPB-2016-0039-0020
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144223
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144189
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144196
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144188
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144225
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144186
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144178
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144195
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144194
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144192
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144197
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144177
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144187
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144190
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144191
amscot financial kelly larsson NA NA NA NA NA NA NA amscot financial NA amscot financial NA amscot financial https://www.regulations.gov/document?D=CFPB-2016-0025-144203
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144179
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144193
amscot financial richard holland NA NA NA NA NA NA NA amscot financial NA amscot financial NA amscot financial https://www.regulations.gov/document?D=CFPB-2016-0025-144246
oklahoma house representatives scott biggs NA NA NA NA NA NA NA oklahoma house representatives NA oklahoma house representatives NA oklahoma house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-144287
oklahoma house representatives scooter park NA NA NA NA NA NA NA oklahoma house representatives NA oklahoma house representatives NA oklahoma house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-144292
amscot financial eric staples NA NA NA NA NA NA NA amscot financial NA amscot financial NA amscot financial https://www.regulations.gov/document?D=CFPB-2016-0025-144307
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144304
oklahoma house representatives chad caldwell NA NA NA NA NA NA NA oklahoma house representatives NA oklahoma house representatives NA oklahoma house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-144288
amscot financial kerala logis NA NA NA NA NA NA NA amscot financial NA amscot financial NA amscot financial https://www.regulations.gov/document?D=CFPB-2016-0025-144308
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144305
oklahoma house representatives james leewright NA NA NA NA NA NA NA oklahoma house representatives NA oklahoma house representatives NA oklahoma house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-144290
amscot financial ashleigh spala NA NA NA NA NA NA NA amscot financial NA amscot financial NA amscot financial https://www.regulations.gov/document?D=CFPB-2016-0025-144309
amscot financial racquel jones NA NA NA NA NA NA NA amscot financial NA amscot financial NA amscot financial https://www.regulations.gov/document?D=CFPB-2016-0025-144310
amscot financial tracy hall NA NA NA NA NA NA NA amscot financial NA amscot financial NA amscot financial https://www.regulations.gov/document?D=CFPB-2016-0025-144311
wisconsin assembly tyler august NA NA NA NA NA NA NA wisconsin assembly NA wisconsin assembly NA wisconsin assembly https://www.regulations.gov/document?D=CFPB-2016-0025-144295
oklahoma house representatives jon echols NA NA NA NA NA NA NA oklahoma house representatives NA oklahoma house representatives NA oklahoma house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-144289
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144303
oklahoma house representatives pat ownbey NA NA NA NA NA NA NA oklahoma house representatives NA oklahoma house representatives NA oklahoma house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-144291
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144253
cash express anonymous anonymous NA NA NA NA NA NA NA cash express NA cash express NA cash express https://www.regulations.gov/document?D=CFPB-2016-0025-144302
texas house representatives jodie laubenberg NA NA NA NA NA NA NA texas house representatives NA texas house representatives NA texas house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-144323
oklahoma house representatives justin wood NA NA NA NA NA NA NA oklahoma house representatives NA oklahoma house representatives NA oklahoma house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-144338
south carolina house representatives garry smith NA NA NA NA NA NA NA south carolina house representatives NA south carolina house representatives NA south carolina house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-144388
maryland house delegates dana stein NA NA NA NA NA NA NA maryland house delegates NA maryland house delegates NA maryland house delegates https://www.regulations.gov/document?D=CFPB-2016-0025-144397
mississippi senate willie simmons NA NA NA NA NA NA NA mississippi senate NA mississippi senate NA mississippi senate https://www.regulations.gov/document?D=CFPB-2016-0025-144389
mississippi house representatives joel bomgar NA NA NA NA NA NA NA mississippi house representatives NA mississippi house representatives NA mississippi house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-144385
mississippi house representatives michael evans NA NA NA NA NA NA NA mississippi house representatives NA mississippi house representatives NA mississippi house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-144390
indiana house representatives greg beumer NA NA NA NA NA NA NA indiana house representatives NA indiana house representatives NA indiana house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-144395
north carolina house representatives larry hall NA NA NA NA NA NA NA north carolina house representatives NA north carolina house representatives NA north carolina house representatives https://www.regulations.gov/document?D=CFPB-2016-0025-144392
wisconsin senate stephen nass NA NA NA NA NA NA NA wisconsin senate NA wisconsin senate NA wisconsin senate https://www.regulations.gov/document?D=CFPB-2016-0025-144394
mississippi senate terry burton NA NA NA NA NA NA NA mississippi senate NA mississippi senate NA mississippi senate https://www.regulations.gov/document?D=CFPB-2016-0025-144396
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144687
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144686
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144734
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144713
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144690
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144685
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144733
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144747
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144727
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144710
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144730
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144722
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144694
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144732
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144715
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144698
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144739
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144749
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144711
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144740
axcess financial aaron neace NA NA NA NA NA NA NA axcess financial services NA axcess financial services NA axcess financial services https://www.regulations.gov/document?D=CFPB-2016-0025-144708
# 0
 paste("SEC matches: ", sum(!is.na(d$SEC_Institutions_name)))
## [1] "SEC matches:  0"
# d %>% filter(!is.na(SEC_Institutions_name)) %>% select(ends_with("name"))  %>% kablebox()

Example URLs

#Example urls

d %>% group_by(comment_agency) %>% 
  slice(1) %>% 
  select(comment_url) 

Number of comments by organization resources


By Assets

(FDIC data)

Among firms that commented on a Dodd Frank rule

max <- org_count %>%   filter(org_type == "FDIC") %>% pull(n) %>% max()

org_count %>% 
  filter(org_type == "FDIC") %>% 
  ggplot() +
  aes(x = org_resources,
      y = n) + 
  geom_point(alpha = .5) + 
  geom_smooth() +
  labs(x = "Assets",
       y = "Number of Comments") +
  lims(y =c(0, max))+ 
  scale_x_log10(breaks = breaks_log())

# by agency
max <- org_count_agency %>%   filter(org_type == "FDIC") %>% pull(n) %>% max()

org_count_agency %>% 
  filter(org_type == "FDIC") %>% 
  ggplot() +
  aes(x = org_resources,
      y = n) + 
  geom_point(alpha = .5) + 
  geom_smooth() +
  labs(x = "Assets",
       y = "Number of Comments") +
  lims(y =c(0, max)) + 
    facet_wrap("Agency") + 
  scale_x_log10(breaks = breaks_log())


Comparing firms that did and did not comment on Dodd-Frank rules

load(here("data", "FDIC_resources.Rdata"))

# old match data 
FDIC_resources %>% 
  #filter(assets > 100) %>% 
  mutate(Commented = ifelse(commented, "Commented", "Did not comment")) %>%
  ggplot() + 
  aes(x = ASSET/1000, fill = Commented) + 
  geom_density(alpha = .5, color = NA) + 
  scale_x_log10() + 
  labs(title = "FDIC-Insured Banks",
       fill = "", y = "", x = "Assets ($1,000s)")+
  theme(panel.grid.major.y = element_blank(),
        panel.grid.minor.y = element_blank(),
        axis.text.y = element_blank())

# new data 
FDIC_resources %<>% 
  mutate(Commented = ifelse(
    org_name %in% orgs$best_match_name,
    "Commented", 
    "Did not comment")) 

FDIC_resources%>% 
  ggplot() + 
  aes(x = ASSET/1000, fill = Commented) + 
  geom_density(alpha = .5, color = NA) + 
  scale_x_log10() + 
  labs(title = "FDIC-Insured Banks",
       fill = "", y = "", x = "Assets ($1,000s)")+
  theme(panel.grid.major.y = element_blank(),
        panel.grid.minor.y = element_blank(),
        axis.text.y = element_blank())

states <- map_data("state")

FDIC_state_n <- FDIC_resources %>% 
  mutate(region = STNAME %>% str_to_lower()) %>% 
  group_by(region) %>% 
  summarise(n = n() )

states %>% 
  left_join(FDIC_state_n) %>% 
  ggplot() +
  aes(long, lat, group = group, fill = n) +
  geom_polygon(color = "white") + 
  labs(fill = "FDIC-Insured Banks") +
  theme_void()


FDIC_state_n <- FDIC_resources %>% 
  mutate(region = STNAME %>% str_to_lower()) %>% 
  group_by(region) %>% 
  summarise(n = sum(Commented == "Commented"))

states %>% 
  left_join(FDIC_state_n) %>% 
  ggplot() +
  aes(long, lat, group = group, fill = n) +
  geom_polygon(color = "white") + 
  labs(fill = "FDIC-Insured Banks \nCommenting On\n Dodd-Frank Rules") +
  theme_void()


Among nonprofits that commented on Dodd-Frank rules

load(here("data", "nonprofit_resources.Rdata"))

nonprofit_resources %>% 
  #filter(commented, assets > 100) %>% 
  ggplot() + 
  aes(x = assets, y = n) + 
  geom_point(alpha = .5) + 
  geom_smooth() + 
    labs(x = "Assets",
       y = "Number of Comments") +
  scale_x_log10()


nonprofit_resources %>% 
  filter(commented, assets > 100) %>% 
  ggplot() + 
  aes(x = revenue, y = n) + 
  geom_point(alpha = .5) + 
  geom_smooth() + 
    labs(x = "Revenue",
       y = "Number of Comments") +
  scale_x_log10() 


Comparing nonprofits that did and did not comment on Dodd-Frank rules

load(here("data", "nonprofit_resources.Rdata"))

nonprofit_resources %>% 
  filter(assets > 10) %>% 
  mutate(Commented = ifelse(commented, "Commented", "Did not comment")) %>%
  ggplot() + 
  aes(x = assets, fill = Commented) + 
  geom_density(alpha = .5, color = NA) + 
  scale_x_log10() + 
  labs(fill = "", x = "Assets")

nonprofit_resources %>% 
  #filter(assets > 100) %>% 
  mutate(Commented = ifelse(commented, "Commented", "Did not comment")) %>%
  ggplot() + 
  aes(x = revenue, fill = Commented) + 
  geom_density(alpha = .5, color = NA) + 
  scale_x_log10() + 
  labs(fill = "", y = "", x = "Revenue")+
  theme(panel.grid.major.y = element_blank(),
        panel.grid.minor.y = element_blank(),
        axis.text.y = element_blank())

# CHARTS 
# - who comments, who does not 
# - 


# TODO 
# - biggest nonprofits by assets and revenue (e.eg. chamber )
# - compartaitve ratios at key levels
# - percent nonprofits 
# - side by side histograms
# missing fed in matching, but could compare FDIC regulator to agency commented on
# - scholzman and verba, gilens and bartels 

Same plots with new data (finreg_org_level_covariates_df_20210908.csv)

load(here("data", "nonprofit_resources.Rdata"))

nonprofit_resources %<>% 
  mutate(Commented = ifelse(
    org_name %in% orgs$best_match_name,
    "Commented", 
    "Did not comment")) 

nonprofit_resources %>% 
  group_by(Commented) %>% 
  summarise(mean_assets = mean(assets, na.rm = T))
## # A tibble: 2 × 2
##   Commented       mean_assets
##   <chr>                 <dbl>
## 1 Commented        199619636.
## 2 Did not comment    7529267.
nonprofit_resources %>% 
  filter(assets > 10) %>% 
  ggplot() + 
  aes(x = assets/1000, fill = Commented) + 
  geom_density(alpha = .5, color = NA) + 
  scale_x_log10() + 
  labs(title = "Nonprofits",
       fill = "", y = "", x = "Assets ($1,000s)")+
  theme(panel.grid.major.y = element_blank(),
        panel.grid.minor.y = element_blank(),
        axis.text.y = element_blank())

nonprofit_resources %>% 
  filter(assets > 10) %>% 
  ggplot() + 
  aes(x = assets/1000, fill = Commented) + 
  geom_histogram(alpha = .5, color = NA) + 
  scale_x_log10() + 
  labs(title = "Nonprofits",fill = "", x = "Assets ($1,000s)") + 
  facet_grid(Commented ~ ., scales = "free_y")+
  theme(panel.grid.major.y = element_blank(),
        panel.grid.minor.y = element_blank())


nonprofit_resources %>% 
  filter(revenue > 10) %>% 
  mutate(Commented = ifelse(commented, "Commented", "Did not comment")) %>%
  ggplot() + 
  aes(x = revenue/1000, fill = Commented) + 
  geom_histogram(alpha = .5, color = NA) + 
  scale_x_log10() + 
  labs(title = "Nonprofits",fill = "", x = "Revenue ($1,000s)")+ 
  facet_grid(Commented ~ ., scales = "free_y")+
  theme(panel.grid.major.y = element_blank(),
        panel.grid.minor.y = element_blank())


By Lobbying Spending

(OpenSecrets data)

opensecrets <- read_csv(here("data" , "merged_resources", 
"opensecrets_resources_JwVersion.csv") )


opensecrets %<>% 
  mutate(org_name = orgName %>% str_to_lower(),
         Commented = ifelse(
    org_name %in% orgs$best_match_name,
    "Commented", 
    "Did not comment"))

opensecrets %>% 
  group_by(Commented) %>% 
  summarise(mean_MeanContribAmount = mean(MeanContribAmount, na.rm = T),
            mean_MeanContribAmountPerYearContributed = mean(MeanContribAmountPerYearContributed, na.rm = T),
            MeanTotalContribAmount = mean(TotalContribAmount, na.rm = T))
## # A tibble: 2 × 4
##   Commented       mean_MeanContribAmount mean_MeanContribAmou… MeanTotalContrib…
##   <chr>                            <dbl>                 <dbl>             <dbl>
## 1 Commented                       86894.              1684948.          9931332.
## 2 Did not comment                 80070.              1813959.         10596395.
opensecrets %>% 
  #filter(assets > 10) %>% 
  ggplot() + 
  aes(x = MeanContribAmount/1000, fill = Commented) + 
  geom_density(alpha = .5, color = NA) + 
  scale_x_log10() + 
  labs(fill = "",  
       y = "",
       title = "Campaign Spending",
       x = "Mean Contribution
       ($1,000s, 2010-2017)")+
  theme(panel.grid.major.y = element_blank(),
        panel.grid.minor.y = element_blank(),
        axis.text.y = element_blank())

opensecrets %>% 
  #filter(assets > 10) %>% 
  ggplot() + 
  aes(x = MeanContribAmountPerYearContributed/1000, fill = Commented) + 
  geom_density(alpha = .5, color = NA) + 
  scale_x_log10() + 
  labs(title = "Campaign Spending",
       fill = "", 
       y = "",
       x = "Mean Contribution\n($1,000s, 2010-2017)")+
  theme(panel.grid.major.y = element_blank(),
        panel.grid.minor.y = element_blank(),
        axis.text.y = element_blank())

opensecrets %>% 
  #filter(assets > 10) %>% 
  ggplot() + 
  aes(x = TotalContribAmount/1000, fill = Commented) + 
  geom_density(alpha = .5, color = NA) + 
  scale_x_log10() + 
  labs(fill = "", 
       title = "Campaign Spending",
       y = "",
       x = "Total Contributions\n($1,000s, 2010-2017)")+
  theme(panel.grid.major.y = element_blank(),
        panel.grid.minor.y = element_blank(),
        axis.text.y = element_blank())


By Market Cap

(Computstat data)

compustat <- read_csv(here("data/merged_resources/compustat_resources.csv"))


compustat %<>% 
  mutate(org_name = conm %>% str_to_lower(),
         Commented = ifelse(
    org_name %in% orgs$best_match_name,
    "Commented", 
    "Did not comment")) %>% 
  mutate(marketcap2 = ifelse(str_detect(marketcap, "k"),
                             marketcap %>% str_remove("k") %>% as.numeric() * 1000,
                             marketcap),
         marketcap2 = ifelse(str_detect(marketcap, "M"),
                             marketcap %>% str_remove("M") %>% as.numeric() * 1000000,
                             marketcap2),
         marketcap2 = ifelse(str_detect(marketcap, "B"),
                             marketcap %>% str_remove("B") %>% as.numeric() * 1000000000,
                             marketcap2),
         marketcap2 = ifelse(str_detect(marketcap, "T"),
                             marketcap %>% str_remove("T") %>% as.numeric() * 1000000000000,
                             marketcap2),
         marketcap2 = marketcap2 %>% str_remove(",") %>%  as.numeric(marketcap2))

#compustat %>% filter(is.na(marketcap2), !is.na(marketcap)) %>% pull(marketcap)

compustat %>% 
  group_by(Commented) %>%
  #mutate(mean = mean(marketcap2/1000, na.rm = T)) %>% 
  #filter(assets > 10) %>% 
  ggplot() + 
  aes(x = marketcap2/1000, fill = Commented) + 
  labs(fill = "", 
       y = "",
       title = "Banks and Bank-like Entities",
       x = "Market Capitalization\n($1,000s)") + 
  geom_density(alpha = .5, color = NA) + 
  scale_x_log10() + 
  #geom_vline(aes(xintercept = mean)) +
  theme(panel.grid.major.y = element_blank(),
        panel.grid.minor.y = element_blank(),
        axis.text.y = element_blank())

Combine asset data with commenting behavior

nrow(d)
## [1] 16731
d %<>% left_join(opensecrets) %>% 
  left_join(nonprofit_resources) %>% 
  left_join(compustat %>% select(-index)) 

d %<>% distinct()

nrow(d)
## [1] 19066
d %<>% mutate(org_resources = 
                coalesce(org_resources,
                         MeanContribAmount,
                         assets,
                         marketcap2))

#d$org_resources

d %>% distinct(comment_url) %>% nrow()
## [1] 16643

Duplicates

(more than one match per comment URL)

Orgs in multiple states are one problem:

# duplicates
d %>% 
  add_count(comment_url, name = "n_per_url") %>% 
  ungroup() %>% 
  filter(n_per_url > 1) %>% distinct() %>% 
  arrange(comment_url) %>%
  kablebox()
docket_id comment_agency comment_org_name comment_submitter_name comment_url CIK_name CreditUnions_name FDIC_Institutions_name FFIECInstitutions_name SEC_Institutions_name compustat_resources_name nonprofits_resources_name opensecrets_resources_jwVersion_name match_in_sample is_likely_org FDIC_Institutions-orgMatch:ASSET FDIC_Institutions-orgMatch:STNAME matches org_name org_type org_resources NonProfitTax_name OpenSecretsOrgs_name org_comment Agency Org_type payday index orgName parentName parentID angelowhatisthisvariable MeanContribAmount TotalContribAmount NYearsContribute MeanContribAmountPerYearContributed MeanContribYear Commented state sub_name subseccd assets revenue commented n gvkey conm tic cusip cik sic naics year1 year2 marketcap marketcap2 n_per_url
CFTC-2010-0154 CFTC american petroleum institute janice rayburn https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=26872 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented DC AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2010-0154 CFTC american petroleum institute janice rayburn https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=26872 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2010-0154 CFTC american petroleum institute janice rayburn https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=26872 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2011-0013 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=33773 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented DC AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2011-0013 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=33773 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2011-0013 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=33773 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2010-0196 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=44649 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented DC AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2010-0196 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=44649 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2010-0196 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=44649 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2010-0178 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=44650 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented DC AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2010-0178 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=44650 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2010-0178 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=44650 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2012-0058 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=44655 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented DC AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2012-0058 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=44655 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2012-0058 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=44655 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2011-0049 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=47760 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented DC AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2011-0049 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=47760 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2011-0049 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=47760 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2011-0070 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=48071 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented DC AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2011-0070 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=48071 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2011-0070 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=48071 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2012-0019 CFTC yale university stephen roach https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=57394 yale university NA NA NA NA NA NA NA TRUE 1 NA NA yale university-CIK; yale university CIK 128869.57 NA NA Likely Org CFTC Filed with SEC (CIK Data) Other Rules 18299 Yale University Yale University D000022331 18769 128869.57 2964000 6 494000.0 2015.217 Did not comment CT YALE UNIVERSITY 3 27801734697 3488705694 TRUE 5 NA NA NA NA NA NA NA NA NA NA NA 2
CFTC-2012-0019 CFTC yale university stephen roach https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=57394 yale university NA NA NA NA NA NA NA TRUE 1 NA NA yale university-CIK; yale university CIK 128869.57 NA NA Likely Org CFTC Filed with SEC (CIK Data) Other Rules 18299 Yale University Yale University D000022331 18769 128869.57 2964000 6 494000.0 2015.217 Did not comment CT YALE UNIVERSITY 3 4858646 2196781 TRUE 5 NA NA NA NA NA NA NA NA NA NA NA 2
CFTC-2012-0019 CFTC yale university stephen roach https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=57397 yale university NA NA NA NA NA NA NA TRUE 1 NA NA yale university-CIK; yale university CIK 128869.57 NA NA Likely Org CFTC Filed with SEC (CIK Data) Other Rules 18299 Yale University Yale University D000022331 18769 128869.57 2964000 6 494000.0 2015.217 Did not comment CT YALE UNIVERSITY 3 27801734697 3488705694 TRUE 5 NA NA NA NA NA NA NA NA NA NA NA 2
CFTC-2012-0019 CFTC yale university stephen roach https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=57397 yale university NA NA NA NA NA NA NA TRUE 1 NA NA yale university-CIK; yale university CIK 128869.57 NA NA Likely Org CFTC Filed with SEC (CIK Data) Other Rules 18299 Yale University Yale University D000022331 18769 128869.57 2964000 6 494000.0 2015.217 Did not comment CT YALE UNIVERSITY 3 4858646 2196781 TRUE 5 NA NA NA NA NA NA NA NA NA NA NA 2
CFTC-2012-0019 CFTC yale university stephen roach https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=57398 yale university NA NA NA NA NA NA NA TRUE 1 NA NA yale university-CIK; yale university CIK 128869.57 NA NA Likely Org CFTC Filed with SEC (CIK Data) Other Rules 18299 Yale University Yale University D000022331 18769 128869.57 2964000 6 494000.0 2015.217 Did not comment CT YALE UNIVERSITY 3 27801734697 3488705694 TRUE 5 NA NA NA NA NA NA NA NA NA NA NA 2
CFTC-2012-0019 CFTC yale university stephen roach https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=57398 yale university NA NA NA NA NA NA NA TRUE 1 NA NA yale university-CIK; yale university CIK 128869.57 NA NA Likely Org CFTC Filed with SEC (CIK Data) Other Rules 18299 Yale University Yale University D000022331 18769 128869.57 2964000 6 494000.0 2015.217 Did not comment CT YALE UNIVERSITY 3 4858646 2196781 TRUE 5 NA NA NA NA NA NA NA NA NA NA NA 2
CFTC-2012-0019 CFTC yale university stephen roach https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=57399 yale university NA NA NA NA NA NA NA TRUE 1 NA NA yale university-CIK; yale university CIK 128869.57 NA NA Likely Org CFTC Filed with SEC (CIK Data) Other Rules 18299 Yale University Yale University D000022331 18769 128869.57 2964000 6 494000.0 2015.217 Did not comment CT YALE UNIVERSITY 3 27801734697 3488705694 TRUE 5 NA NA NA NA NA NA NA NA NA NA NA 2
CFTC-2012-0019 CFTC yale university stephen roach https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=57399 yale university NA NA NA NA NA NA NA TRUE 1 NA NA yale university-CIK; yale university CIK 128869.57 NA NA Likely Org CFTC Filed with SEC (CIK Data) Other Rules 18299 Yale University Yale University D000022331 18769 128869.57 2964000 6 494000.0 2015.217 Did not comment CT YALE UNIVERSITY 3 4858646 2196781 TRUE 5 NA NA NA NA NA NA NA NA NA NA NA 2
CFTC-2012-0102 CFTC american petroleum institute shane skelton https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=58868 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented DC AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2012-0102 CFTC american petroleum institute shane skelton https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=58868 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2012-0102 CFTC american petroleum institute shane skelton https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=58868 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2013-0107 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=59694 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented DC AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2013-0107 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=59694 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2013-0107 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=59694 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2013-0107 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=59944 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented DC AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2013-0107 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=59944 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2013-0107 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=59944 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2013-0107 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=60939 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented DC AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2013-0107 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=60939 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2013-0107 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=60939 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2016-0109 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=61116 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented DC AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2016-0109 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=61116 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2016-0109 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=61116 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented TX AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented CT APPRAISAL INSTITUTE 6 118008 126407 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented NY APPRAISAL INSTITUTE 6 100765 306067 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented FL APPRAISAL INSTITUTE 6 270487 204391 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented CA APPRAISAL INSTITUTE 6 140961 284715 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented PA APPRAISAL INSTITUTE 6 69008 135519 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented GA APPRAISAL INSTITUTE 6 318587 469087 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented FL APPRAISAL INSTITUTE 6 4676 23180 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented TN APPRAISAL INSTITUTE 6 56575 60271 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented CA APPRAISAL INSTITUTE 6 127010 155754 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented TX APPRAISAL INSTITUTE 6 57813 24819 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented TX APPRAISAL INSTITUTE 6 336048 361437 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented WA APPRAISAL INSTITUTE 6 59789 66138 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented NY APPRAISAL INSTITUTE 6 41263 54886 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented IL APPRAISAL INSTITUTE 6 621171 974954 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented MN APPRAISAL INSTITUTE 6 134932 294827 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented MN APPRAISAL INSTITUTE 6 138896 319680 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented MO APPRAISAL INSTITUTE 6 40855 47507 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented KS APPRAISAL INSTITUTE 6 60747 11571 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented MD APPRAISAL INSTITUTE 6 96774 75553 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented MS APPRAISAL INSTITUTE 6 NA NA TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented GA APPRAISAL INSTITUTE 6 87059 95392 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented KY APPRAISAL INSTITUTE 6 57722 262565 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented WA APPRAISAL INSTITUTE 6 112097 308607 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented NY APPRAISAL INSTITUTE 6 50812 42453 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented NJ APPRAISAL INSTITUTE 6 22069 47040 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented MA APPRAISAL INSTITUTE 6 91654 175325 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented WI APPRAISAL INSTITUTE 6 66888 78453 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented CO APPRAISAL INSTITUTE 6 47947 52079 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented VA APPRAISAL INSTITUTE 6 57157 91119 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented NJ APPRAISAL INSTITUTE 6 NA NA TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented AR APPRAISAL INSTITUTE 6 36004 30644 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented FL APPRAISAL INSTITUTE 4 200654 282692 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented SC APPRAISAL INSTITUTE 6 NA NA TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented TX APPRAISAL INSTITUTE 6 28289 76943 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented CO APPRAISAL INSTITUTE 6 157877 285685 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented NV APPRAISAL INSTITUTE 6 NA NA TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented NV APPRAISAL INSTITUTE 6 23976 80188 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented AZ APPRAISAL INSTITUTE 6 180329 134249 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented UT APPRAISAL INSTITUTE 6 132973 146803 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented NJ APPRAISAL INSTITUTE 6 104554 85280 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented NJ APPRAISAL INSTITUTE 6 283281 299859 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented Indiana APPRAISAL INSTITUTE 6 117005 251621 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented IA APPRAISAL INSTITUTE 6 77757 37384 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented MD APPRAISAL INSTITUTE 6 180477 148228 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented NE APPRAISAL INSTITUTE 6 17061 35814 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented VA APPRAISAL INSTITUTE 6 79812 56003 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented NC APPRAISAL INSTITUTE 6 164797 297805 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented TN APPRAISAL INSTITUTE 6 213000 210339 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented AZ APPRAISAL INSTITUTE 6 NA NA TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented CA APPRAISAL INSTITUTE 6 393595 469138 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented Oregon APPRAISAL INSTITUTE 6 166169 168635 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented HI APPRAISAL INSTITUTE 6 76586 100549 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented IL APPRAISAL INSTITUTE 6 NA NA TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented NH APPRAISAL INSTITUTE 6 NA NA TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented PA APPRAISAL INSTITUTE 6 24395 40040 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented NY APPRAISAL INSTITUTE 6 NA NA TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70

But we still have almost as many duplicates when we drop state, partially because assets vary for the same “org” registered in different states:

# duplicates after removing state
d %>% 
  select(-state) %>%
  add_count(comment_url, name = "n_per_url") %>% 
  ungroup() %>% 
  filter(n_per_url > 1) %>% distinct() %>% 
  arrange(comment_url) %>%
  kablebox()
docket_id comment_agency comment_org_name comment_submitter_name comment_url CIK_name CreditUnions_name FDIC_Institutions_name FFIECInstitutions_name SEC_Institutions_name compustat_resources_name nonprofits_resources_name opensecrets_resources_jwVersion_name match_in_sample is_likely_org FDIC_Institutions-orgMatch:ASSET FDIC_Institutions-orgMatch:STNAME matches org_name org_type org_resources NonProfitTax_name OpenSecretsOrgs_name org_comment Agency Org_type payday index orgName parentName parentID angelowhatisthisvariable MeanContribAmount TotalContribAmount NYearsContribute MeanContribAmountPerYearContributed MeanContribYear Commented sub_name subseccd assets revenue commented n gvkey conm tic cusip cik sic naics year1 year2 marketcap marketcap2 n_per_url
CFTC-2010-0154 CFTC american petroleum institute janice rayburn https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=26872 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2010-0154 CFTC american petroleum institute janice rayburn https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=26872 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2010-0154 CFTC american petroleum institute janice rayburn https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=26872 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2011-0013 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=33773 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2011-0013 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=33773 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2011-0013 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=33773 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2010-0196 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=44649 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2010-0196 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=44649 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2010-0196 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=44649 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2010-0178 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=44650 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2010-0178 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=44650 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2010-0178 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=44650 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2012-0058 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=44655 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2012-0058 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=44655 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2012-0058 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=44655 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2011-0049 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=47760 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2011-0049 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=47760 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2011-0049 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=47760 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2011-0070 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=48071 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2011-0070 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=48071 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2011-0070 CFTC american petroleum institute brian knapp https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=48071 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2012-0019 CFTC yale university stephen roach https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=57394 yale university NA NA NA NA NA NA NA TRUE 1 NA NA yale university-CIK; yale university CIK 128869.57 NA NA Likely Org CFTC Filed with SEC (CIK Data) Other Rules 18299 Yale University Yale University D000022331 18769 128869.57 2964000 6 494000.0 2015.217 Did not comment YALE UNIVERSITY 3 27801734697 3488705694 TRUE 5 NA NA NA NA NA NA NA NA NA NA NA 2
CFTC-2012-0019 CFTC yale university stephen roach https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=57394 yale university NA NA NA NA NA NA NA TRUE 1 NA NA yale university-CIK; yale university CIK 128869.57 NA NA Likely Org CFTC Filed with SEC (CIK Data) Other Rules 18299 Yale University Yale University D000022331 18769 128869.57 2964000 6 494000.0 2015.217 Did not comment YALE UNIVERSITY 3 4858646 2196781 TRUE 5 NA NA NA NA NA NA NA NA NA NA NA 2
CFTC-2012-0019 CFTC yale university stephen roach https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=57397 yale university NA NA NA NA NA NA NA TRUE 1 NA NA yale university-CIK; yale university CIK 128869.57 NA NA Likely Org CFTC Filed with SEC (CIK Data) Other Rules 18299 Yale University Yale University D000022331 18769 128869.57 2964000 6 494000.0 2015.217 Did not comment YALE UNIVERSITY 3 27801734697 3488705694 TRUE 5 NA NA NA NA NA NA NA NA NA NA NA 2
CFTC-2012-0019 CFTC yale university stephen roach https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=57397 yale university NA NA NA NA NA NA NA TRUE 1 NA NA yale university-CIK; yale university CIK 128869.57 NA NA Likely Org CFTC Filed with SEC (CIK Data) Other Rules 18299 Yale University Yale University D000022331 18769 128869.57 2964000 6 494000.0 2015.217 Did not comment YALE UNIVERSITY 3 4858646 2196781 TRUE 5 NA NA NA NA NA NA NA NA NA NA NA 2
CFTC-2012-0019 CFTC yale university stephen roach https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=57398 yale university NA NA NA NA NA NA NA TRUE 1 NA NA yale university-CIK; yale university CIK 128869.57 NA NA Likely Org CFTC Filed with SEC (CIK Data) Other Rules 18299 Yale University Yale University D000022331 18769 128869.57 2964000 6 494000.0 2015.217 Did not comment YALE UNIVERSITY 3 27801734697 3488705694 TRUE 5 NA NA NA NA NA NA NA NA NA NA NA 2
CFTC-2012-0019 CFTC yale university stephen roach https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=57398 yale university NA NA NA NA NA NA NA TRUE 1 NA NA yale university-CIK; yale university CIK 128869.57 NA NA Likely Org CFTC Filed with SEC (CIK Data) Other Rules 18299 Yale University Yale University D000022331 18769 128869.57 2964000 6 494000.0 2015.217 Did not comment YALE UNIVERSITY 3 4858646 2196781 TRUE 5 NA NA NA NA NA NA NA NA NA NA NA 2
CFTC-2012-0019 CFTC yale university stephen roach https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=57399 yale university NA NA NA NA NA NA NA TRUE 1 NA NA yale university-CIK; yale university CIK 128869.57 NA NA Likely Org CFTC Filed with SEC (CIK Data) Other Rules 18299 Yale University Yale University D000022331 18769 128869.57 2964000 6 494000.0 2015.217 Did not comment YALE UNIVERSITY 3 27801734697 3488705694 TRUE 5 NA NA NA NA NA NA NA NA NA NA NA 2
CFTC-2012-0019 CFTC yale university stephen roach https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=57399 yale university NA NA NA NA NA NA NA TRUE 1 NA NA yale university-CIK; yale university CIK 128869.57 NA NA Likely Org CFTC Filed with SEC (CIK Data) Other Rules 18299 Yale University Yale University D000022331 18769 128869.57 2964000 6 494000.0 2015.217 Did not comment YALE UNIVERSITY 3 4858646 2196781 TRUE 5 NA NA NA NA NA NA NA NA NA NA NA 2
CFTC-2012-0102 CFTC american petroleum institute shane skelton https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=58868 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2012-0102 CFTC american petroleum institute shane skelton https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=58868 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2012-0102 CFTC american petroleum institute shane skelton https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=58868 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2013-0107 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=59694 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2013-0107 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=59694 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2013-0107 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=59694 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2013-0107 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=59944 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2013-0107 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=59944 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2013-0107 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=59944 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2013-0107 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=60939 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2013-0107 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=60939 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2013-0107 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=60939 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2016-0109 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=61116 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 128273933 215763439 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2016-0109 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=61116 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 15368 211534 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
CFTC-2016-0109 CFTC american petroleum institute stephen comstock https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=61116 NA NA NA NA NA NA american petroleum institute NA TRUE 1 NA NA american petroleum institute-Nonprofit; american petroleum institute Nonprofit 306857.95 american petroleum institute NA Likely Org CFTC Nonprofit (IRS Data) Other Rules 880 American Petroleum Institute American Petroleum Institute D000031493 1235 306857.95 54007000 6 9001166.7 2015.102 Commented AMERICAN PETROLEUM INSTITUTE 6 94288 77324 TRUE 19 NA NA NA NA NA NA NA NA NA NA NA 3
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 118008 126407 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 100765 306067 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 270487 204391 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 140961 284715 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 69008 135519 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 318587 469087 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 4676 23180 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 56575 60271 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 127010 155754 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 57813 24819 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 336048 361437 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 59789 66138 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 41263 54886 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 621171 974954 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 134932 294827 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 138896 319680 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 40855 47507 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 60747 11571 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 96774 75553 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 NA NA TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 87059 95392 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 57722 262565 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 112097 308607 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 50812 42453 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 22069 47040 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 91654 175325 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 66888 78453 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 47947 52079 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 57157 91119 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 36004 30644 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 4 200654 282692 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 28289 76943 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 157877 285685 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 23976 80188 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 180329 134249 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 132973 146803 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 104554 85280 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 283281 299859 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 117005 251621 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 77757 37384 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 180477 148228 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 17061 35814 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 79812 56003 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 164797 297805 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 213000 210339 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 393595 469138 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 166169 168635 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 76586 100549 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 24395 40040 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 57583 65717 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 82648 118531 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 121534 172371 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 118259 165723 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 52253 120248 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 185040 119546 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70
R-1394_V1 FRS appraisal institute edward c gray https://www.federalreserve.gov/SECRS/2010/December/20101220/R-1394/R-1394_121310_56509_565159888596_1.pdf NA NA NA NA NA NA appraisal institute NA TRUE 1 NA NA appraisal institute-Nonprofit; appraisal institute Nonprofit 30930.23 appraisal institute NA Likely Org FRS Nonprofit (IRS Data) Other Rules 1158 Appraisal Institute Appraisal Institute D000024101 1612 30930.23 1330000 6 221666.7 2015.163 Commented APPRAISAL INSTITUTE 6 70183 80666 TRUE 6 NA NA NA NA NA NA NA NA NA NA NA 70

Save data

commenter_assets <- d

save(commenter_assets, file = here::here("data", "commenter_assets.Rdata"))

Comments per rule

# comments 
# of the matched sample 
# 90% of credit union comments, half of nonprofits, and 75% campaig
d %>% 
    add_count(org_type, name = "dataset total") %>% 
  filter(comment_agency == "CFPB") %>% 
  mutate(docket_id = comment_url %>% str_extract("CFPB-[0-9]*-[0-9]*")) %>% 
  count(org_type, docket_id, `dataset total`, sort = T) %>%
  kablebox()
org_type docket_id dataset total n
OpenSecrets CFPB-2016-0025 4070 2788
Credit Union CFPB-2016-0025 2289 2140
Nonprofit CFPB-2016-0025 7902 1092
CIK CFPB-2012-0028 3538 354
Nonprofit CFPB-2012-0028 7902 304
CIK CFPB-2016-0025 3538 194
CIK CFPB-2013-0002 3538 185
Nonprofit CFPB-2012-0031 7902 162
CIK CFPB-2012-0037 3538 156
Nonprofit CFPB-2014-0019 7902 147
Nonprofit CFPB-2013-0018 7902 139
FDIC CFPB-2016-0025 1267 121
OpenSecrets CFPB-2012-0028 4070 95
Nonprofit CFPB-2012-0032 7902 91
Nonprofit CFPB-2013-0002 7902 88
Nonprofit CFPB-2019-0022 7902 88
Nonprofit CFPB-2011-0008 7902 83
Nonprofit CFPB-2012-0037 7902 83
FDIC CFPB-2012-0028 1267 78
Nonprofit CFPB-2016-0020 7902 66
FDIC CFPB-2013-0002 1267 65
FDIC CFPB-2019-0021 1267 56
Nonprofit CFPB-2013-0033 7902 56
Nonprofit CFPB-2014-0033 7902 51
Nonprofit CFPB-2012-0033 7902 50
FDIC CFPB-2014-0019 1267 49
Nonprofit CFPB-2012-0029 7902 47
CIK CFPB-2011-0008 3538 46
Nonprofit CFPB-2012-0034 7902 44
Nonprofit CFPB-2015-0029 7902 44
CIK CFPB-2013-0018 3538 40
CIK CFPB-2016-0038 3538 39
Nonprofit CFPB-2011-0002 7902 36
Nonprofit CFPB-2016-0038 7902 34
Nonprofit CFPB-2012-0022 7902 33
Nonprofit CFPB-2014-0009 7902 33
CIK CFPB-2012-0029 3538 31
Nonprofit CFPB-2019-0021 7902 31
CIK CFPB-2014-0019 3538 28
Nonprofit CFPB-2011-0009 7902 26
Nonprofit CFPB-2012-0050 7902 26
Nonprofit CFPB-2014-0010 7902 26
CIK CFPB-2012-0022 3538 23
Nonprofit CFPB-2012-0005 7902 23
Nonprofit CFPB-2013-0010 7902 23
FDIC CFPB-2012-0029 1267 21
Nonprofit CFPB-2013-0013 7902 21
OpenSecrets CFPB-2016-0020 4070 21
Nonprofit CFPB-2015-0004 7902 19
CIK CFPB-2015-0029 3538 18
CIK CFPB-2019-0022 3538 17
Credit Union CFPB-2012-0028 2289 17
CIK CFPB-2016-0020 3538 16
FDIC CFPB-2012-0033 1267 16
FDIC CFPB-2011-0008 1267 15
Nonprofit CFPB-2013-0031 7902 15
CIK CFPB-2012-0033 3538 14
FDIC CFPB-2011-0009 1267 14
CIK CFPB-2012-0050 3538 13
FDIC CFPB-2012-0037 1267 13
OpenSecrets CFPB-2013-0002 4070 13
CIK CFPB-2012-0034 3538 12
Nonprofit CFPB-2013-0020 7902 12
Nonprofit CFPB-2014-0008 7902 12
Nonprofit CFPB-2017-0018 7902 12
Nonprofit CFPB-2017-0021 7902 12
CIK CFPB-2013-0033 3538 11
FDIC CFPB-2013-0018 1267 11
FDIC CFPB-2014-0010 1267 11
FDIC CFPB-2015-0029 1267 11
CIK CFPB-2011-0002 3538 10
CIK CFPB-2017-0018 3538 10
FDIC CFPB-2016-0038 1267 10
Nonprofit CFPB-2012-0021 7902 10
OpenSecrets CFPB-2013-0033 4070 10
FDIC CFPB-2012-0050 1267 9
FDIC CFPB-2014-0033 1267 9
Nonprofit CFPB-2014-0024 7902 9
OpenSecrets CFPB-2011-0008 4070 9
CIK CFPB-2011-0009 3538 8
CIK CFPB-2013-0013 3538 8
CIK CFPB-2014-0033 3538 8
FDIC CFPB-2013-0013 1267 8
Nonprofit CFPB-2012-0010 7902 8
Nonprofit CFPB-2013-0029 7902 8
Nonprofit CFPB-2014-0006 7902 8
OpenSecrets CFPB-2012-0037 4070 8
OpenSecrets CFPB-2016-0038 4070 8
CIK CFPB-2014-0028 3538 7
Credit Union CFPB-2013-0013 2289 7
FDIC CFPB-2012-0034 1267 7
Nonprofit CFPB-2013-0005 7902 7
OpenSecrets CFPB-2011-0002 4070 7
OpenSecrets CFPB-2012-0005 4070 7
OpenSecrets CFPB-2014-0019 4070 7
OpenSecrets CFPB-2014-0033 4070 7
CIK CFPB-2014-0010 3538 6
Credit Union CFPB-2012-0050 2289 6
Credit Union CFPB-2014-0010 2289 6
Credit Union CFPB-2015-0029 2289 6
# orgs (15% of nonprifits on payday loan rule, 30% of opensecrets)
d %>% 
  filter(comment_agency == "CFPB") %>% 
  mutate(docket_id = comment_url %>% str_extract("CFPB-[0-9]*-[0-9]*")) %>% 
  distinct(org_name, docket_id, org_type) %>% 
  add_count(org_type, name = "dataset total") %>% 
  count(org_type, docket_id, `dataset total`, sort = T) %>%
  kablebox()
org_type docket_id dataset total n
Nonprofit CFPB-2016-0025 1784 370
Nonprofit CFPB-2012-0028 1784 167
CIK CFPB-2012-0028 754 142
CIK CFPB-2013-0002 754 107
CIK CFPB-2012-0037 754 96
Nonprofit CFPB-2013-0002 1784 79
OpenSecrets CFPB-2016-0025 262 77
Nonprofit CFPB-2014-0019 1784 76
Nonprofit CFPB-2019-0022 1784 73
Nonprofit CFPB-2012-0037 1784 72
CIK CFPB-2016-0025 754 65
Nonprofit CFPB-2011-0008 1784 64
Nonprofit CFPB-2016-0020 1784 62
FDIC CFPB-2012-0028 410 61
Nonprofit CFPB-2013-0033 1784 55
Nonprofit CFPB-2013-0018 1784 49
FDIC CFPB-2013-0002 410 47
Nonprofit CFPB-2012-0033 1784 44
Nonprofit CFPB-2015-0029 1784 43
FDIC CFPB-2014-0019 410 42
Nonprofit CFPB-2012-0034 1784 41
CIK CFPB-2011-0008 754 40
Nonprofit CFPB-2012-0029 1784 38
FDIC CFPB-2019-0021 410 36
Nonprofit CFPB-2011-0002 1784 36
Nonprofit CFPB-2014-0033 1784 34
CIK CFPB-2013-0018 754 33
Nonprofit CFPB-2016-0038 1784 33
FDIC CFPB-2016-0025 410 32
Nonprofit CFPB-2012-0022 1784 30
OpenSecrets CFPB-2012-0028 262 30
Nonprofit CFPB-2019-0021 1784 28
Credit Union CFPB-2016-0025 110 26
Nonprofit CFPB-2014-0009 1784 24
Nonprofit CFPB-2014-0010 1784 24
CIK CFPB-2014-0019 754 23
CIK CFPB-2016-0038 754 23
Nonprofit CFPB-2012-0005 1784 21
Nonprofit CFPB-2012-0050 1784 21
Nonprofit CFPB-2013-0013 1784 21
Nonprofit CFPB-2011-0009 1784 20
Nonprofit CFPB-2012-0032 1784 20
Nonprofit CFPB-2013-0010 1784 20
FDIC CFPB-2012-0029 410 19
CIK CFPB-2015-0029 754 18
Nonprofit CFPB-2012-0031 1784 18
Nonprofit CFPB-2015-0004 1784 18
OpenSecrets CFPB-2016-0020 262 17
CIK CFPB-2012-0022 754 16
FDIC CFPB-2012-0033 410 15
CIK CFPB-2012-0033 754 14
Credit Union CFPB-2012-0028 110 14
CIK CFPB-2016-0020 754 13
CIK CFPB-2019-0022 754 13
FDIC CFPB-2012-0037 410 13
CIK CFPB-2012-0029 754 12
CIK CFPB-2012-0034 754 12
FDIC CFPB-2011-0008 410 12
Nonprofit CFPB-2013-0020 1784 12
Nonprofit CFPB-2017-0021 1784 12
CIK CFPB-2013-0033 754 11
FDIC CFPB-2011-0009 410 11
FDIC CFPB-2015-0029 410 11
Nonprofit CFPB-2014-0008 1784 11
CIK CFPB-2011-0002 754 10
FDIC CFPB-2013-0018 410 10
FDIC CFPB-2014-0010 410 10
FDIC CFPB-2016-0038 410 10
Nonprofit CFPB-2012-0021 1784 10
Nonprofit CFPB-2013-0031 1784 10
OpenSecrets CFPB-2013-0002 262 10
OpenSecrets CFPB-2013-0033 262 10
CIK CFPB-2012-0050 754 9
Nonprofit CFPB-2014-0024 1784 9
CIK CFPB-2013-0013 754 8
Nonprofit CFPB-2012-0010 1784 8
Nonprofit CFPB-2014-0006 1784 8
Nonprofit CFPB-2017-0018 1784 8
OpenSecrets CFPB-2011-0008 262 8
OpenSecrets CFPB-2012-0037 262 8
CIK CFPB-2014-0033 754 7
Credit Union CFPB-2013-0013 110 7
FDIC CFPB-2012-0034 410 7
FDIC CFPB-2012-0050 410 7
Nonprofit CFPB-2013-0005 1784 7
Nonprofit CFPB-2013-0029 1784 7
OpenSecrets CFPB-2011-0002 262 7
OpenSecrets CFPB-2012-0005 262 7
OpenSecrets CFPB-2014-0019 262 7
CIK CFPB-2011-0009 754 6
CIK CFPB-2014-0010 754 6
Credit Union CFPB-2012-0050 110 6
Credit Union CFPB-2014-0010 110 6
Credit Union CFPB-2015-0029 110 6
Nonprofit CFPB-2014-0028 1784 6
OpenSecrets CFPB-2016-0038 262 6
CIK CFPB-2013-0010 754 5
CIK CFPB-2014-0008 754 5
CIK CFPB-2014-0009 754 5
CIK CFPB-2019-0021 754 5
# 
d %>% 
  filter(comment_agency == "CFPB") %>% 
  mutate(docket_id = comment_url %>% str_extract("CFPB-[0-9]*-[0-9]*")) %>% 
  count(org_name, org_type, docket_id, sort = T) %>% kablebox()
org_name org_type docket_id n
advance financial Credit Union CFPB-2016-0025 1966
axcess financial services OpenSecrets CFPB-2016-0025 1928
cash express OpenSecrets CFPB-2016-0025 536
peoples action institute Nonprofit CFPB-2016-0025 205
fellowship baptist church Credit Union CFPB-2016-0025 142
appraisal institute Nonprofit CFPB-2012-0031 140
amscot financial OpenSecrets CFPB-2016-0025 110
virginia organizing Nonprofit CFPB-2016-0025 102
check cash CIK CFPB-2016-0025 79
appraisal institute Nonprofit CFPB-2012-0028 70
appraisal institute Nonprofit CFPB-2012-0032 70
appraisal institute Nonprofit CFPB-2013-0018 70
appraisal institute Nonprofit CFPB-2014-0019 70
maryland consumer rights coalition Nonprofit CFPB-2016-0025 51
united action Nonprofit CFPB-2016-0025 47
council la raza Nonprofit CFPB-2016-0025 43
choice financial FDIC CFPB-2016-0025 40
illinois peoples action Nonprofit CFPB-2016-0025 36
alliance consumer protection beaver Nonprofit CFPB-2016-0025 34
north american title CIK CFPB-2012-0028 31
united michigan FDIC CFPB-2016-0025 30
citizen action new jersey Nonprofit CFPB-2016-0025 29
c2 financial CIK CFPB-2012-0037 27
c2 financial CIK CFPB-2013-0002 27
virginia organizing project Nonprofit CFPB-2016-0025 25
az highland lakes CIK CFPB-2012-0028 20
land title guarantee OpenSecrets CFPB-2012-0028 20
mi financial CIK CFPB-2012-0028 20
mississippi senate OpenSecrets CFPB-2016-0025 18
south carolina house representatives OpenSecrets CFPB-2016-0025 18
southwest center economic integrity Nonprofit CFPB-2016-0025 18
first american title insurance OpenSecrets CFPB-2012-0028 17
mi financial CIK CFPB-2012-0029 17
wispirg foundation Nonprofit CFPB-2016-0025 17
diversified mortgage workout CIK CFPB-2012-0037 14
meridian title escrow CIK CFPB-2012-0028 14
peoples action Nonprofit CFPB-2016-0025 14
coldwell banker CIK CFPB-2016-0038 13
lsi title CIK CFPB-2012-0028 12
texas land title Nonprofit CFPB-2012-0028 12
1st advantage bancshares CIK CFPB-2013-0002 11
central alabama title center CIK CFPB-2012-0028 11
consumer mortgage coalition Nonprofit CFPB-2014-0033 11
independent finance institute Nonprofit CFPB-2016-0025 11
mississippi house representatives OpenSecrets CFPB-2016-0025 11
oklahoma house representatives OpenSecrets CFPB-2016-0025 11
old republic international CIK CFPB-2012-0028 11
attorneys title guaranty OpenSecrets CFPB-2012-0028 10
b r d industries CIK CFPB-2016-0025 10
c2 financial CIK CFPB-2012-0028 10
lenders service title CIK CFPB-2012-0028 10
new economy project CIK CFPB-2016-0025 10
oregon food Nonprofit CFPB-2016-0025 9
southern homes title closing services CIK CFPB-2012-0028 9
texas appleseed Nonprofit CFPB-2016-0025 9
aca international Nonprofit CFPB-2019-0022 8
american financial FDIC CFPB-2016-0025 8
financial services FDIC CFPB-2016-0025 8
gulf coast chapter electri cal contractors assoc Nonprofit CFPB-2013-0018 8
peoples financial realty mortgage securities 20061 CIK CFPB-2017-0018 8
king financial services CIK CFPB-2013-0002 7
premier capital lending CIK CFPB-2012-0022 7
senate virginia OpenSecrets CFPB-2016-0025 7
sierra nevada health plan Nonprofit CFPB-2016-0025 7
title security OpenSecrets CFPB-2012-0028 7
troon management CIK CFPB-2012-0028 7
advantage title insurance CIK CFPB-2012-0028 6
bankfirst financial services FDIC CFPB-2013-0002 6
california mortgage professionals Nonprofit CFPB-2013-0018 6
campaign fix debt OpenSecrets CFPB-2016-0025 6
central ohio land title underwriters Nonprofit CFPB-2012-0028 6
clarity health services CIK CFPB-2016-0025 6
cross plains FDIC CFPB-2019-0021 6
first liberty FDIC CFPB-2014-0019 6
florida house representatives OpenSecrets CFPB-2016-0025 6
illinois senate OpenSecrets CFPB-2016-0025 6
keller williams realty OpenSecrets CFPB-2012-0028 6
southern pine credit Nonprofit CFPB-2016-0025 6
buena vista bancorp CIK CFPB-2012-0037 5
california land title Nonprofit CFPB-2012-0028 5
california senate OpenSecrets CFPB-2016-0025 5
cash dash CIK CFPB-2016-0025 5
cash til payday CIK CFPB-2016-0025 5
center responsible lending Nonprofit CFPB-2011-0008 5
center responsible lending Nonprofit CFPB-2016-0025 5
central savings loan FDIC CFPB-2016-0025 5
check n go OpenSecrets CFPB-2016-0025 5
chicago title CIK CFPB-2012-0028 5
compliance systems CIK CFPB-2014-0028 5
consumer mortgage coalition Nonprofit CFPB-2013-0031 5
first southeast FDIC CFPB-2019-0021 5
first winnsboro FDIC CFPB-2012-0028 5
independent insurance agents indiana Nonprofit CFPB-2012-0028 5
installment lenders Nonprofit CFPB-2016-0025 5
lllp bear creek lending 2012 CIK CFPB-2016-0025 5
meridian title escrow CIK CFPB-2016-0038 5
prestige abstract title CIK CFPB-2012-0028 5
reinvestment partners Nonprofit CFPB-2016-0025 5
security savings FDIC CFPB-2019-0021 5
serenity house memphis tennessee Nonprofit CFPB-2016-0025 5

Sophistication

Fixing comment urls to merge data

load(here("data", "bluebook.Rdata"))
load(here("data", "tech_iterations.RData"))

technical_terms %<>% mutate(comment_url = doc_id)

# names(bluebook)
# bluebook %>% count(comment_url, sort = T)

d %>% #filter(Agency != "CFPB") %>%
  group_by(Agency) %>% 
  slice_head(n = 1) %>%
  select(comment_url) %>% kablebox()
Agency comment_url
CFPB https://www.regulations.gov/document?D=CFPB-2020-0010-0025
CFTC https://comments.cftc.gov/PublicComments/ViewComment.aspx?id=61025
FRS https://www.federalreserve.gov/SECRS/2011/March/20110323/R-1405/R-1405_032111_69225_566872695899_1.pdf
NCUA https://www.ncua.gov/files/comment-letters/2013/CL20131204Smith.pdf
SEC https://www.sec.gov/comments/s7-08-13/s70813-54.pdf
fix_url <- . %>%
  mutate(
  comment_url = gsub(pattern = "https:/www.sec.gov", 
                     replacement = "https://www.sec.gov", 
                     x = comment_url),
  comment_url = gsub(pattern = "S7-", 
                   replacement = "s7-", 
                   x = comment_url),
  # Federal Reserve Fix
  comment_url = gsub(pattern = "https:\\/\\/www\\.federalreserve\\.gov\\/SECRS\\/\\d{4}\\/\\w+/\\d{1,}/", 
                   replacement = "",
                   x = comment_url)
  )


d %<>% fix_url()

bluebook %<>% fix_url()

technical_terms %<>% fix_url()

bluebook %>% kablebox()
comment_url US_Code Supreme_Court_Cases Appeals_and_District_Court_Cases Code_of_Federal_Regulations Federal_Register_Total Total_Legal_Citations
R-1412/R-1412_051911_71611_497486905412_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-146546 0 0 0 0 0 0
https://www.sec.gov/comments/s7-08-10/s70810-119.pdf 1 0 0 0 1 2
https://www.regulations.gov/document?D=CFPB-2016-0025-199784 0 0 0 2 0 2
https://www.regulations.gov/document?D=CFPB-2016-0025-199782 0 0 0 1 0 1
R-1412/R-1412_041711_69442_354673619135_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199577 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-158285 0 0 0 0 0 0
R-1412/R-1412_051911_71612_506496708236_1.pdf 1 0 0 3 0 4
https://www.regulations.gov/document?D=CFPB-2016-0025-199578 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-191003 0 0 0 0 0 0
R-1412/R-1412_051911_70997_425561922284_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199579 0 0 0 1 0 1
https://www.regulations.gov/document?D=CFPB-2016-0025-198999 0 0 0 0 0 0
R-1412/R-1412_052311_73337_478587946172_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199580 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199783 0 0 0 1 0 1
R-1412/R-1412_041911_69463_557509371194_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199581 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199792 0 0 0 0 0 0
R-1412/R-1412_050411_69610_431829601616_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199582 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199791 0 0 0 1 0 1
R-1412/R-1412_050911_69634_363947766692_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199583 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199794 0 0 0 0 0 0
R-1412/R-1412_051911_72790_547401781496_1.pdf 0 0 0 0 1 1
https://www.regulations.gov/document?D=CFPB-2016-0025-199584 0 0 0 0 0 0
R-1412/R-1412_051911_71029_425829269456_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199585 0 0 0 1 0 1
R-1412/R-1412_051811_69738_294003495848_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199586 0 0 0 0 0 0
R-1411/R-1411_060111_80839_530391608948_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199587 0 0 0 0 0 0
R-1411/R-1411_080211_87594_449251562158_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199589 0 0 0 0 0 0
R-1411/R-1411_080911_87635_582360078498_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199588 0 0 0 0 0 0
R-1411/R-1411_073111_84851_413333067817_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199590 0 0 0 0 0 0
R-1411/R-1411_062411_81720_359996270765_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199591 0 0 0 1 0 1
R-1411/R-1411_071111_81832_458364452281_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199592 0 0 0 0 0 0
R-1411/R-1411_102913_111464_309528623916_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199593 0 0 0 0 0 0
R-1411/R-1411_111813_111630_580442216895_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199594 0 0 0 0 0 0
R-1411/R-1411_103013_111526_347821319429_1.pdf 0 0 0 0 1 1
https://www.regulations.gov/document?D=CFPB-2016-0025-199595 0 0 0 0 0 0
R-1411/R-1411_060911_81224_521506409071_1.pdf 0 0 0 1 38 39
https://www.regulations.gov/document?D=CFPB-2016-0025-199596 0 0 0 0 0 0
R-1411/R-1411_041411_69374_393905264058_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199597 0 0 0 1 0 1
R-1411/R-1411_062411_81710_602644960469_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199598 0 0 0 0 0 0
R-1411/R-1411_072911_84834_375986422550_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199599 0 0 0 0 0 0
R-1411/R-1411_060811_81212_316238468756_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199600 0 0 0 0 0 0
R-1411/R-1411_072911_84822_375985016291_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199601 0 0 0 0 0 0
R-1411/R-1411_080111_86567_383835049745_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199602 0 0 0 0 0 0
R-1411/R-1411_061311_81289_314747763031_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199603 0 0 0 0 0 0
R-1411/R-1411_103013_111504_377906975622_1.pdf 3 0 0 3 0 6
https://www.regulations.gov/document?D=CFPB-2016-0025-199604 1 0 0 0 0 1
R-1411/R-1411_072711_84718_471267270368_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199605 0 0 0 0 0 0
R-1411/R-1411_111813_111644_580445810852_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199606 0 0 0 0 0 0
R-1411/R-1411_080111_84924_417744173012_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199607 0 0 0 1 0 1
R-1411/R-1411_012512_88685_453607889242_1.pdf 1 0 0 0 1 2
https://www.regulations.gov/document?D=CFPB-2016-0025-199608 0 0 0 0 0 0
R-1411/R-1411_080111_87580_417746204275_1.pdf 3 0 0 0 4 7
https://www.regulations.gov/document?D=CFPB-2016-0025-199609 0 0 0 0 0 0
R-1411/R-1411_102313_111431_581214636517_1.pdf 0 0 0 0 1 1
https://www.regulations.gov/document?D=CFPB-2016-0025-199610 0 0 0 0 0 0
R-1411/R-1411_103013_111525_347816787947_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199612 0 0 0 0 0 0
R-1411/R-1411_060411_81016_222259562180_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199611 0 0 0 1 0 1
R-1411/R-1411_111411_88532_354974179273_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199613 0 0 0 0 0 0
R-1411/R-1411_072211_84160_542286677571_1.pdf 3 0 0 3 1 7
https://www.regulations.gov/document?D=CFPB-2016-0025-199614 0 0 0 0 0 0
R-1411/R-1411_103013_111561_566103621638_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199615 0 0 0 0 0 0
R-1411/R-1411_062811_81513_507128489195_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199616 0 0 0 0 0 0
R-1411/R-1411_080111_84906_556172232627_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199617 0 0 0 0 0 0
R-1411/R-1411_061011_81235_324869405767_1.pdf 0 0 0 0 0 0
https://www.regulations.gov/document?D=CFPB-2016-0025-199618 0 0 0 0 0 0
R-1411/R-1411_102913_111475_309527373852_1.pdf 1 0 0 0 0 1
https://www.regulations.gov/document?D=CFPB-2016-0025-199619 0 0 0 0 0 0
R-1411/R-1411_072911_84860_350364647632_1.pdf 3 0 0 0 0 3
https://www.regulations.gov/document?D=CFPB-2016-0025-199620 0 0 0 1 0 1
technical_terms %>% kablebox()
doc_id uk_law banking us_law overlap dictionary_terms comment_url
R-1412/R-1412_051911_71611_497486905412_1.pdf 65 94 265 66 293 R-1412/R-1412_051911_71611_497486905412_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-146546 4254 5001 13423 3506 14918 https://www.regulations.gov/document?D=CFPB-2016-0025-146546
https:/www.sec.gov/comments/S7-08-10/s70810-119.pdf 4627 6509 14527 5037 15999 https://www.sec.gov/comments/s7-08-10/s70810-119.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199784 6705 1918 15310 353 16875 https://www.regulations.gov/document?D=CFPB-2016-0025-199784
https://www.regulations.gov/document?D=CFPB-2016-0025-199782 10841 5212 28265 2230 31247 https://www.regulations.gov/document?D=CFPB-2016-0025-199782
R-1412/R-1412_041711_69442_354673619135_1.pdf 8 15 30 12 33 R-1412/R-1412_041711_69442_354673619135_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199577 1308 475 3599 154 3920 https://www.regulations.gov/document?D=CFPB-2016-0025-199577
https://www.regulations.gov/document?D=CFPB-2016-0025-158285 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2016-0025-158285
R-1412/R-1412_051911_71612_506496708236_1.pdf 62 94 264 57 301 R-1412/R-1412_051911_71612_506496708236_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199578 1272 371 3431 103 3699 https://www.regulations.gov/document?D=CFPB-2016-0025-199578
https://www.regulations.gov/document?D=CFPB-2016-0025-191003 1077 1281 2444 1005 2720 https://www.regulations.gov/document?D=CFPB-2016-0025-191003
R-1412/R-1412_051911_70997_425561922284_1.pdf 104 216 681 156 741 R-1412/R-1412_051911_70997_425561922284_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199579 1198 365 3266 106 3525 https://www.regulations.gov/document?D=CFPB-2016-0025-199579
https://www.regulations.gov/document?D=CFPB-2016-0025-198999 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2016-0025-198999
R-1412/R-1412_052311_73337_478587946172_1.pdf 33 44 117 24 137 R-1412/R-1412_052311_73337_478587946172_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199580 1372 561 3820 199 4182 https://www.regulations.gov/document?D=CFPB-2016-0025-199580
https://www.regulations.gov/document?D=CFPB-2016-0025-199783 2819 1219 5608 145 6682 https://www.regulations.gov/document?D=CFPB-2016-0025-199783
R-1412/R-1412_041911_69463_557509371194_1.pdf 14 21 58 21 58 R-1412/R-1412_041911_69463_557509371194_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199581 1265 400 3406 115 3691 https://www.regulations.gov/document?D=CFPB-2016-0025-199581
https://www.regulations.gov/document?D=CFPB-2016-0025-199792 7216 6988 20683 4815 22856 https://www.regulations.gov/document?D=CFPB-2016-0025-199792
R-1412/R-1412_050411_69610_431829601616_1.pdf 65 69 148 46 171 R-1412/R-1412_050411_69610_431829601616_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199582 1260 428 3514 169 3773 https://www.regulations.gov/document?D=CFPB-2016-0025-199582
https://www.regulations.gov/document?D=CFPB-2016-0025-199791 8582 7540 24520 5119 26941 https://www.regulations.gov/document?D=CFPB-2016-0025-199791
R-1412/R-1412_050911_69634_363947766692_1.pdf 27 45 144 32 157 R-1412/R-1412_050911_69634_363947766692_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199583 1702 851 4838 448 5241 https://www.regulations.gov/document?D=CFPB-2016-0025-199583
https://www.regulations.gov/document?D=CFPB-2016-0025-199794 7953 7561 22014 5240 24335 https://www.regulations.gov/document?D=CFPB-2016-0025-199794
R-1412/R-1412_051911_72790_547401781496_1.pdf 52 76 241 62 255 R-1412/R-1412_051911_72790_547401781496_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199584 1750 877 4923 419 5381 https://www.regulations.gov/document?D=CFPB-2016-0025-199584
R-1412/R-1412_051911_71029_425829269456_1.pdf 41 63 195 37 221 R-1412/R-1412_051911_71029_425829269456_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199585 2073 1151 5240 485 5906 https://www.regulations.gov/document?D=CFPB-2016-0025-199585
R-1412/R-1412_051811_69738_294003495848_1.pdf 245 266 1110 181 1195 R-1412/R-1412_051811_69738_294003495848_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199586 1766 787 4020 220 4587 https://www.regulations.gov/document?D=CFPB-2016-0025-199586
R-1411/R-1411_060111_80839_530391608948_1.pdf 34 39 103 35 107 R-1411/R-1411_060111_80839_530391608948_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199587 1246 375 3314 121 3568 https://www.regulations.gov/document?D=CFPB-2016-0025-199587
R-1411/R-1411_080211_87594_449251562158_1.pdf 18 18 59 16 61 R-1411/R-1411_080211_87594_449251562158_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199589 1235 369 3460 120 3709 https://www.regulations.gov/document?D=CFPB-2016-0025-199589
R-1411/R-1411_080911_87635_582360078498_1.pdf 55 67 173 58 182 R-1411/R-1411_080911_87635_582360078498_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199588 1305 409 3497 132 3774 https://www.regulations.gov/document?D=CFPB-2016-0025-199588
R-1411/R-1411_073111_84851_413333067817_1.pdf 11 8 27 10 25 R-1411/R-1411_073111_84851_413333067817_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199590 1266 368 3334 116 3586 https://www.regulations.gov/document?D=CFPB-2016-0025-199590
R-1411/R-1411_062411_81720_359996270765_1.pdf 42 43 105 30 118 R-1411/R-1411_062411_81720_359996270765_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199591 1282 398 3454 129 3723 https://www.regulations.gov/document?D=CFPB-2016-0025-199591
R-1411/R-1411_071111_81832_458364452281_1.pdf 92 110 370 92 388 R-1411/R-1411_071111_81832_458364452281_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199592 1335 414 3573 155 3832 https://www.regulations.gov/document?D=CFPB-2016-0025-199592
R-1411/R-1411_102913_111464_309528623916_1.pdf 314 442 1132 351 1223 R-1411/R-1411_102913_111464_309528623916_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199593 1046 356 2759 101 3014 https://www.regulations.gov/document?D=CFPB-2016-0025-199593
R-1411/R-1411_111813_111630_580442216895_1.pdf 83 97 295 86 306 R-1411/R-1411_111813_111630_580442216895_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199594 1140 387 3088 121 3354 https://www.regulations.gov/document?D=CFPB-2016-0025-199594
R-1411/R-1411_103013_111526_347821319429_1.pdf 343 351 1083 282 1152 R-1411/R-1411_103013_111526_347821319429_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199595 1199 391 3342 121 3612 https://www.regulations.gov/document?D=CFPB-2016-0025-199595
R-1411/R-1411_060911_81224_521506409071_1.pdf 4648 6686 15202 5780 16108 R-1411/R-1411_060911_81224_521506409071_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199596 1259 427 3449 130 3746 https://www.regulations.gov/document?D=CFPB-2016-0025-199596
R-1411/R-1411_041411_69374_393905264058_1.pdf 78 95 244 75 264 R-1411/R-1411_041411_69374_393905264058_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199597 1273 397 3410 130 3677 https://www.regulations.gov/document?D=CFPB-2016-0025-199597
R-1411/R-1411_062411_81710_602644960469_1.pdf 59 75 213 62 226 R-1411/R-1411_062411_81710_602644960469_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199598 1278 503 3584 145 3942 https://www.regulations.gov/document?D=CFPB-2016-0025-199598
R-1411/R-1411_072911_84834_375986422550_1.pdf 57 70 286 53 303 R-1411/R-1411_072911_84834_375986422550_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199599 2079 1073 4564 299 5338 https://www.regulations.gov/document?D=CFPB-2016-0025-199599
R-1411/R-1411_060811_81212_316238468756_1.pdf 91 125 312 93 344 R-1411/R-1411_060811_81212_316238468756_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199600 2354 1289 6237 720 6806 https://www.regulations.gov/document?D=CFPB-2016-0025-199600
R-1411/R-1411_072911_84822_375985016291_1.pdf 64 40 126 40 126 R-1411/R-1411_072911_84822_375985016291_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199601 1272 460 3427 118 3769 https://www.regulations.gov/document?D=CFPB-2016-0025-199601
R-1411/R-1411_080111_86567_383835049745_1.pdf 73 43 261 39 265 R-1411/R-1411_080111_86567_383835049745_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199602 1184 354 3196 97 3453 https://www.regulations.gov/document?D=CFPB-2016-0025-199602
R-1411/R-1411_061311_81289_314747763031_1.pdf 212 441 1149 380 1210 R-1411/R-1411_061311_81289_314747763031_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199603 1325 503 3581 167 3917 https://www.regulations.gov/document?D=CFPB-2016-0025-199603
R-1411/R-1411_103013_111504_377906975622_1.pdf 351 467 1117 412 1172 R-1411/R-1411_103013_111504_377906975622_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199604 1262 425 3419 115 3729 https://www.regulations.gov/document?D=CFPB-2016-0025-199604
R-1411/R-1411_072711_84718_471267270368_1.pdf 25 23 72 17 78 R-1411/R-1411_072711_84718_471267270368_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199605 1207 362 3344 99 3607 https://www.regulations.gov/document?D=CFPB-2016-0025-199605
R-1411/R-1411_111813_111644_580445810852_1.pdf 353 429 1252 333 1348 R-1411/R-1411_111813_111644_580445810852_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199606 1239 380 3410 119 3671 https://www.regulations.gov/document?D=CFPB-2016-0025-199606
R-1411/R-1411_080111_84924_417744173012_1.pdf 103 160 374 130 404 R-1411/R-1411_080111_84924_417744173012_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199607 2175 1364 5606 618 6352 https://www.regulations.gov/document?D=CFPB-2016-0025-199607
R-1411/R-1411_012512_88685_453607889242_1.pdf 97 102 321 89 334 R-1411/R-1411_012512_88685_453607889242_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199608 2818 1173 5507 145 6535 https://www.regulations.gov/document?D=CFPB-2016-0025-199608
R-1411/R-1411_080111_87580_417746204275_1.pdf 305 348 860 300 908 R-1411/R-1411_080111_87580_417746204275_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199609 1523 588 3914 203 4299 https://www.regulations.gov/document?D=CFPB-2016-0025-199609
R-1411/R-1411_102313_111431_581214636517_1.pdf 78 108 273 87 294 R-1411/R-1411_102313_111431_581214636517_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199610 1254 358 3312 112 3558 https://www.regulations.gov/document?D=CFPB-2016-0025-199610
R-1411/R-1411_103013_111525_347816787947_1.pdf 85 65 227 51 241 R-1411/R-1411_103013_111525_347816787947_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199612 1233 321 3258 89 3490 https://www.regulations.gov/document?D=CFPB-2016-0025-199612
R-1411/R-1411_060411_81016_222259562180_1.pdf 312 468 975 385 1058 R-1411/R-1411_060411_81016_222259562180_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199611 1245 453 3352 145 3660 https://www.regulations.gov/document?D=CFPB-2016-0025-199611
R-1411/R-1411_111411_88532_354974179273_1.pdf 53 55 154 43 166 R-1411/R-1411_111411_88532_354974179273_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199613 1201 407 3115 114 3408 https://www.regulations.gov/document?D=CFPB-2016-0025-199613
R-1411/R-1411_072211_84160_542286677571_1.pdf 5214 8261 19177 6686 20752 R-1411/R-1411_072211_84160_542286677571_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199614 1304 414 3562 134 3842 https://www.regulations.gov/document?D=CFPB-2016-0025-199614
R-1411/R-1411_103013_111561_566103621638_1.pdf 192 284 639 244 679 R-1411/R-1411_103013_111561_566103621638_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199615 1248 387 3426 127 3686 https://www.regulations.gov/document?D=CFPB-2016-0025-199615
R-1411/R-1411_062811_81513_507128489195_1.pdf 66 54 174 42 186 R-1411/R-1411_062811_81513_507128489195_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199616 1259 379 3412 131 3660 https://www.regulations.gov/document?D=CFPB-2016-0025-199616
R-1411/R-1411_080111_84906_556172232627_1.pdf 281 389 982 322 1049 R-1411/R-1411_080111_84906_556172232627_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199617 1292 438 3422 142 3718 https://www.regulations.gov/document?D=CFPB-2016-0025-199617
R-1411/R-1411_061011_81235_324869405767_1.pdf 20 13 43 12 44 R-1411/R-1411_061011_81235_324869405767_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199618 1306 425 3416 115 3726 https://www.regulations.gov/document?D=CFPB-2016-0025-199618
R-1411/R-1411_102913_111475_309527373852_1.pdf 206 262 657 194 725 R-1411/R-1411_102913_111475_309527373852_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199619 1293 430 3516 163 3783 https://www.regulations.gov/document?D=CFPB-2016-0025-199619
R-1411/R-1411_072911_84860_350364647632_1.pdf 938 1449 3618 1230 3837 R-1411/R-1411_072911_84860_350364647632_1.pdf
https://www.regulations.gov/document?D=CFPB-2016-0025-199620 1206 318 3302 85 3535 https://www.regulations.gov/document?D=CFPB-2016-0025-199620

Technical terms N =

# matches 
d %>% filter(comment_url %in% technical_terms$comment_url) %>% 
  count(Agency) %>% kablebox()
Agency n
CFPB 6150
FRS 2594
NCUA 57
SEC 3164

Bluebook terms N =

# 6 k in both sets 
d %>% filter(comment_url %in% bluebook$comment_url) %>%
  count(Agency) %>% kablebox()
Agency n
CFPB 6150
FRS 2594
NCUA 57
SEC 3164
bluebook %>% filter(comment_url %in% d$comment_url) %>% nrow()
## [1] 9895

Assets x bluebook terms

# bluebook %>% count(is.na(Total_Legal_Citations))

# 400 from FDIC data, 400 from other data
b <- bluebook %>% 
  left_join(d %>% 
  select(comment_url, org_name, comment_agency, org_resources, MeanContribAmount,
                         assets,
                         marketcap2) %>% 
    distinct() 
) %>% 
  drop_na(Total_Legal_Citations)
# d %>% count(comment_url, sort = T) 

b %<>% distinct()

b %>% select(org_name, Total_Legal_Citations, org_resources, comment_url)  %>%  
  filter(!is.na(org_name)) %>%
  kablebox()
org_name Total_Legal_Citations org_resources comment_url
christian faith ministries north texas 0 NA https://www.regulations.gov/document?D=CFPB-2016-0025-146546
capital cash management 0 NA https://www.regulations.gov/document?D=CFPB-2016-0025-158285
bny mellon 4 24041443.00 R-1412/R-1412_051911_71612_506496708236_1.pdf
council la raza 0 NA https://www.regulations.gov/document?D=CFPB-2016-0025-191003
electronic check clearing house 0 NA R-1412/R-1412_051911_70997_425561922284_1.pdf
council la raza 0 NA https://www.regulations.gov/document?D=CFPB-2016-0025-198999
council institutional 0 NA R-1412/R-1412_050911_69634_363947766692_1.pdf
financial services roundtable 1 347142.86 R-1412/R-1412_051911_72790_547401781496_1.pdf
better bureau market place ethics education foundation 0 NA R-1412/R-1412_051911_71029_425829269456_1.pdf
house representatives 0 NA R-1411/R-1411_080211_87594_449251562158_1.pdf
us house representatives 0 NA R-1411/R-1411_080911_87635_582360078498_1.pdf
real estate 0 NA R-1411/R-1411_073111_84851_413333067817_1.pdf
us senate 0 NA R-1411/R-1411_062411_81720_359996270765_1.pdf
woodstock institute 0 NA R-1411/R-1411_071111_81832_458364452281_1.pdf
urban institute 0 128700848.00 R-1411/R-1411_102913_111464_309528623916_1.pdf
students sensible drug policy foundation 1 NA R-1411/R-1411_103013_111526_347821319429_1.pdf
securities industry financial markets 39 NA R-1411/R-1411_060911_81224_521506409071_1.pdf
us house representatives 0 NA R-1411/R-1411_062411_81710_602644960469_1.pdf
california reinvestment coalition 0 NA R-1411/R-1411_072911_84834_375986422550_1.pdf
primary capital 0 NA R-1411/R-1411_060811_81212_316238468756_1.pdf
institute real estate management foundation 0 NA R-1411/R-1411_072911_84822_375985016291_1.pdf
prudential management 0 NA R-1411/R-1411_061311_81289_314747763031_1.pdf
pnc financial services 6 111968.75 R-1411/R-1411_103013_111504_377906975622_1.pdf
fair housing alliance 0 NA R-1411/R-1411_111813_111644_580445810852_1.pdf
real estate services providers council 7 43775.00 R-1411/R-1411_080111_87580_417746204275_1.pdf
committee capital markets regulation 1 NA R-1411/R-1411_102313_111431_581214636517_1.pdf
massachusetts bankers 0 NA R-1411/R-1411_103013_111525_347816787947_1.pdf
new york realtors 0 NA R-1411/R-1411_062811_81513_507128489195_1.pdf
real estate roundtable 0 200338.58 R-1411/R-1411_080111_84906_556172232627_1.pdf
center housing policy 3 NA R-1411/R-1411_072911_84860_350364647632_1.pdf
american credit mortgage 0 NA R-1411/R-1411_072811_84770_449537580770_1.pdf
advocates basic legal equality 0 NA R-1411/R-1411_072811_84771_449536955766_1.pdf
american automotive leasing 0 NA R-1411/R-1411_022114_112033_417433466933_1.pdf
house representatives 0 NA R-1411/R-1411_080211_87600_449250468401_1.pdf
raskin sarah bloom 0 NA R-1411/R-1411_071211_81857_462579689462_1.pdf
securities industry financial markets 0 NA R-1411/R-1411_042111_69521_573769838873_1.pdf
advancement colored people 0 NA R-1411/R-1411_092711_87691_536566635091_1.pdf
american securitization forum 1 50000.00 R-1411/R-1411_080111_87583_417745891773_1.pdf
indiana credit league 0 NA R-1411/R-1411_103013_111484_334826850968_1.pdf
indiana mortgage bankers 0 NA R-1411/R-1411_103013_111483_334828569817_1.pdf
lumber building material dealers 0 NA R-1411/R-1411_080111_84893_360641900906_1.pdf
alaska usa credit 0 NA R-1411/R-1411_080811_87638_369545161547_1.pdf
opportunity finance network 0 47429.43 R-1411/R-1411_103013_111481_297549016446_1.pdf
fair share hospitals collaborative 1 NA R-1411/R-1411_111813_111658_535382600578_1.pdf
council housing 0 NA R-1411/R-1411_103013_111554_566102527895_1.pdf
corporate mortgage solutions 0 NA R-1411/R-1411_060111_80834_295755211628_1.pdf
nebraska mortgage 0 NA R-1411/R-1411_041511_69417_503919840769_1.pdf
housing assistance council 0 NA R-1411/R-1411_103013_111460_309518779662_1.pdf
white case 0 NA R-1411/R-1411_111813_111640_580445967111_1.pdf
house representatives 0 NA R-1411/R-1411_080211_87598_449259374708_1.pdf
collin college district foundation 0 NA R-1411/R-1411_100913_111407_568243580757_1.pdf
cre finance reit 1 NA R-1411/R-1411_020614_111992_540608767244_1.pdf
center responsible lending 0 NA R-1411/R-1411_032311_69533_582721581887_1.pdf
american real estate urban economics 0 NA R-1411/R-1411_080111_84911_559945850528_1.pdf
georgia self insurers guaranty 1 NA R-1411/R-1411_080111_84887_360640807149_1.pdf
mortgage lenders 0 NA R-1411/R-1411_072811_84776_449537893272_1.pdf
housing conference 1 NA R-1411/R-1411_072811_84747_416368930992_1.pdf
american automotive leasing 0 NA R-1411/R-1411_060311_80989_384196300172_1.pdf
ohio mortgage bankers 0 NA R-1411/R-1411_103013_111519_347817256721_1.pdf
texas mortgage bankers 0 NA R-1411/R-1411_103013_111555_566101902899_1.pdf
wisconsin bankers 0 NA R-1411/R-1411_072711_84765_449536643264_1.pdf
realtors maui 0 NA R-1411/R-1411_072911_84863_355719525653_1.pdf
denali capital clo ii 1 NA R-1411/R-1411_103013_111518_347818819301_1.pdf
maryland mortgage bankers 0 NA R-1411/R-1411_103013_111510_347816944205_1.pdf
mortgage bankers florida 0 NA R-1411/R-1411_103013_111568_557755872499_1.pdf
tennessee mortgage bankers 0 NA R-1411/R-1411_103013_111562_566103152891_1.pdf
us senate 0 NA R-1411/R-1411_062411_81715_359995333247_1.pdf
cornerstone mortgage 0 NA R-1411/R-1411_060111_80838_295755992888_1.pdf
american bankers 0 NA R-1411/R-1411_103013_111559_566102684144_1.pdf
honolulu realtors 0 NA R-1411/R-1411_072911_84862_351830907016_1.pdf
virginia housing authority retiree health care plan 0 NA R-1411/R-1411_070111_81662_409479061108_1.pdf
choice financial 0 1147002.00 https://www.regulations.gov/document?D=CFPB-2016-0025-199800
choice financial 0 1147002.00 https://www.regulations.gov/document?D=CFPB-2016-0025-199802
neighborhood finance 0 NA R-1411/R-1411_072811_84750_416368462239_1.pdf
choice financial 0 1147002.00 https://www.regulations.gov/document?D=CFPB-2016-0025-199801
choice financial 0 1147002.00 https://www.regulations.gov/document?D=CFPB-2016-0025-199803
first marblehead 0 NA R-1411/R-1411_072911_84836_375986578801_1.pdf
choice financial 0 1147002.00 https://www.regulations.gov/document?D=CFPB-2016-0025-199804
choice financial 0 1147002.00 https://www.regulations.gov/document?D=CFPB-2016-0025-199805
deloitte touche 0 NA R-1411/R-1411_111813_111638_580447217183_1.pdf
choice financial 0 1147002.00 https://www.regulations.gov/document?D=CFPB-2016-0025-199806
choice financial 0 1147002.00 https://www.regulations.gov/document?D=CFPB-2016-0025-199807
phh mortgage 1 NA R-1411/R-1411_080111_87573_417747610534_1.pdf
choice financial 0 1147002.00 https://www.regulations.gov/document?D=CFPB-2016-0025-199808
choice financial 0 1147002.00 https://www.regulations.gov/document?D=CFPB-2016-0025-199809
barclays capital 0 35882.35 R-1411/R-1411_072111_83442_538583060118_1.pdf
choice financial 0 1147002.00 https://www.regulations.gov/document?D=CFPB-2016-0025-199811
choice financial 0 1147002.00 https://www.regulations.gov/document?D=CFPB-2016-0025-199810
massachusetts bankers 0 NA R-1411/R-1411_080111_84908_558997406958_1.pdf
choice financial 0 1147002.00 https://www.regulations.gov/document?D=CFPB-2016-0025-199812
choice financial 0 1147002.00 https://www.regulations.gov/document?D=CFPB-2016-0025-199814
choice financial 0 1147002.00 https://www.regulations.gov/document?D=CFPB-2016-0025-199813
choice financial 0 1147002.00 https://www.regulations.gov/document?D=CFPB-2016-0025-199815
greenlining institute 0 NA R-1411/R-1411_080111_87586_417744641765_1.pdf
cornerstone healthcare 2 NA R-1411/R-1411_011714_111818_628869953252_1.pdf
citigroup global markets 0 124504.32 R-1411/R-1411_061311_81285_401476998151_1.pdf
allegany opportunities rural developmen 0 NA R-1411/R-1411_072711_84692_542288396332_1.pdf
us home realty 0 NA R-1411/R-1411_062211_81351_576611220271_1.pdf
appraisal institute 0 30930.23 R-1411/R-1411_112013_111668_439983001574_1.pdf
appraisal institute 0 30930.23 R-1411/R-1411_112013_111668_439983001574_1.pdf
# FDIC ASSTS 
b %>% 
  ggplot() +
  aes(x = org_resources, # %>% log(), 
      y = Total_Legal_Citations) + 
  geom_point() + 
  geom_smooth(method = "lm"
  )

# nonprofits
b %>% 
  ggplot() +
  aes(x = assets, 
      y = Total_Legal_Citations) + 
  geom_point() + 
  geom_smooth(method = "lm"
  )

# contribution
b %>% 
  ggplot() +
  aes(x = MeanContribAmount, 
      y = Total_Legal_Citations) + 
  geom_point() + 
  geom_smooth(method = "lm"
  )

b %>% 
  ggplot() +
  aes(x = marketcap2, 
      y = Total_Legal_Citations) + 
  geom_jitter() + 
  geom_smooth(method = "lm"
  ) 

b %>% filter(Total_Legal_Citations>10,
             !is.na(org_name)) %>% select(org_name,Total_Legal_Citations, comment_url, everything()) %>% arrange(-Total_Legal_Citations) %>% kablebox()
org_name Total_Legal_Citations comment_url US_Code Supreme_Court_Cases Appeals_and_District_Court_Cases Code_of_Federal_Regulations Federal_Register_Total comment_agency org_resources MeanContribAmount assets marketcap2
advance financial 227 https://www.regulations.gov/document?D=CFPB-2016-0025-3913 3 29 195 0 0 CFPB NA NA NA NA
consumer mortgage coalition 146 https://www.regulations.gov/document?D=CFPB-2014-0033-0164 52 1 3 62 28 CFPB NA NA NA NA
consumer mortgage coalition 144 https://www.regulations.gov/document?D=CFPB-2011-0003-0009 27 1 0 107 9 CFPB NA NA NA NA
consumer mortgage coalition 144 https://www.regulations.gov/document?D=CFPB-2011-0005-0008 27 1 0 107 9 CFPB NA NA NA NA
consumer mortgage coalition 144 https://www.regulations.gov/document?D=CFPB-2011-0006-0006 27 1 0 107 9 CFPB NA NA NA NA
consumer mortgage coalition 144 https://www.regulations.gov/document?D=CFPB-2011-0007-0006 27 1 0 107 9 CFPB NA NA NA NA
consumer law center 113 https://www.regulations.gov/document?D=CFPB-2013-0033-0386 68 4 21 10 10 CFPB NA NA NA NA
international money management 110 https://www.regulations.gov/document?D=CFPB-2012-0029-0054 88 0 0 22 0 CFPB NA NA NA NA
consumer law center 95 https://www.regulations.gov/document?D=CFPB-2016-0020-5831 46 10 3 24 12 CFPB NA NA NA NA
securities industry financial markets 93 R-1432/R-1432_021312_104703_532361297436_1.pdf 43 14 2 13 21 FRS NA NA NA NA
clearing house 91 https://www.sec.gov/comments/s7-41-11/s74111-210.pdf 43 13 2 13 20 SEC NA NA NA NA
consumer law center 86 https://www.regulations.gov/document?D=CFPB-2014-0033-0136 6 0 0 15 65 CFPB NA NA NA NA
east bay law center 81 https://www.regulations.gov/document?D=CFPB-2013-0033-0393 72 0 8 0 1 CFPB NA NA NA NA
center responsible lending 79 https://www.regulations.gov/document?D=CFPB-2016-0025-154512 15 0 0 27 37 CFPB NA NA NA NA
low income housing policy center 79 https://www.regulations.gov/document?D=CFPB-2016-0025-185182 15 0 0 27 37 CFPB NA NA NA NA
financial services 74 https://www.regulations.gov/document?D=CFPB-2016-0025-142779 40 6 9 12 7 CFPB 985817.00 NA NA NA
international finance 71 https://www.sec.gov/comments/s7-02-13/s70213-56.pdf 40 0 1 2 28 SEC 406111.00 NA NA NA
better markets 62 https://www.sec.gov/comments/s7-02-13/s70213-42.pdf 7 1 4 0 50 SEC NA NA NA NA
securities industry financial markets 60 R-1432/R-1432_021312_104404_346801484756_1.pdf 23 0 3 5 29 FRS NA NA NA NA
clearing house 60 https://www.sec.gov/comments/s7-41-11/s74111-207.pdf 23 0 3 5 29 SEC NA NA NA NA
cash advance centers advance 55 https://www.regulations.gov/document?D=CFPB-2016-0025-142467 39 1 1 0 14 CFPB NA NA NA NA
american land title 53 https://www.regulations.gov/document?D=CFPB-2012-0028-2732 28 1 0 22 2 CFPB NA NA NA NA
american land title 53 https://www.regulations.gov/document?D=CFPB-2012-0028-2782 28 1 0 22 2 CFPB NA NA NA NA
consumer mortgage coalition 51 https://www.regulations.gov/document?D=CFPB-2014-0033-0144 12 0 0 32 7 CFPB NA NA NA NA
securities industry financial markets 50 https://www.sec.gov/comments/s7-23-07/s72307-8.pdf 25 1 2 5 17 SEC NA NA NA NA
california reinvestment coalition 48 https://www.regulations.gov/document?D=CFPB-2014-0033-0117 1 0 0 19 28 CFPB NA NA NA NA
consumer law center 47 https://www.regulations.gov/document?D=CFPB-2013-0002-0876 27 0 0 1 19 CFPB NA NA NA NA
consumer mortgage coalition 44 https://www.regulations.gov/document?D=CFPB-2012-0028-2765 4 0 0 18 22 CFPB NA NA NA NA
qbe insurance 44 https://www.regulations.gov/document?D=CFPB-2012-0033-0102 6 0 0 34 4 CFPB NA NA NA NA
qbe insurance 44 https://www.regulations.gov/document?D=CFPB-2012-0034-0060 6 0 0 34 4 CFPB NA NA NA NA
consumer mortgage coalition 43 https://www.regulations.gov/document?D=CFPB-2014-0019-0256 0 0 0 23 20 CFPB NA NA NA NA
consumer data industry 43 https://www.regulations.gov/document?D=CFPB-2016-0020-4318 31 1 2 4 5 CFPB NA NA NA NA
financial services roundtable 42 R-1404/R-1404_022211_67462_559315186904_1.pdf 19 5 3 9 6 FRS 347142.86 347142.86 10769784 NA
consumer mortgage coalition 41 https://www.regulations.gov/document?D=CFPB-2013-0018-0274 7 0 0 20 14 CFPB NA NA NA NA
nationwide insurance 40 R-1438/R-1438_042612_107213_511650085598_1.pdf 9 0 0 27 4 FRS NA NA NA NA
consumer law center 40 https://www.regulations.gov/document?D=CFPB-2012-0034-0098 23 0 1 10 6 CFPB NA NA NA NA
securities industry financial markets 39 R-1411/R-1411_060911_81224_521506409071_1.pdf 0 0 0 1 38 FRS NA NA NA NA
international finance 39 https://www.sec.gov/comments/s7-08-12/s70812-39.pdf 23 0 2 1 13 SEC 406111.00 NA NA NA
consumer law center 39 https://www.regulations.gov/document?D=CFPB-2012-0028-2811 13 0 0 5 21 CFPB NA NA NA NA
structured finance industry 37 https://www.sec.gov/comments/s7-14-11/s71411-488.pdf 12 0 2 16 7 SEC NA NA NA NA
better markets 36 https://www.sec.gov/comments/s7-06-13/s70613-410.pdf 5 1 4 2 24 SEC NA NA NA NA
consumer law center 35 https://www.regulations.gov/document?D=CFPB-2011-0008-1294 23 3 2 3 4 CFPB NA NA NA NA
medical center ocean workers compensation 34 https://www.sec.gov/comments/s7-07-13/s70713-572.pdf 5 2 4 6 17 SEC NA NA NA NA
mortgage bankers 34 https://www.regulations.gov/document?D=CFPB-2012-0022-0141 9 4 15 4 2 CFPB NA NA NA NA
consumer mortgage coalition 34 https://www.regulations.gov/document?D=CFPB-2013-0033-0322 5 0 0 27 2 CFPB NA NA NA NA
dentons us 34 https://www.regulations.gov/document?D=CFPB-2016-0025-148826 18 4 1 11 0 CFPB NA NA NA NA
american bar 33 https://www.sec.gov/comments/s7-12-15/s71215-67.pdf 8 1 0 23 1 SEC NA NA NA NA
nonprofit legal services southeastern wisconsin 33 https://www.regulations.gov/document?D=CFPB-2012-0033-0113 1 0 0 32 0 CFPB NA NA NA NA
nonprofit legal services southeastern wisconsin 33 https://www.regulations.gov/document?D=CFPB-2012-0033-0121 1 0 0 32 0 CFPB NA NA NA NA
nonprofit legal services southeastern wisconsin 33 https://www.regulations.gov/document?D=CFPB-2012-0034-0134 1 0 0 32 0 CFPB NA NA NA NA
natl assn retail collection attorneys 33 https://www.regulations.gov/document?D=CFPB-2013-0005-0055 22 2 1 0 8 CFPB NA NA NA NA
polk wardwell davis 32 R-1538/R-1538_081516_130442_365208348627_1.pdf 5 0 0 5 22 FRS NA NA NA NA
polk wardwell davis 32 R-1538/R-1538_080516_130420_423053866808_1.pdf 5 0 0 5 22 FRS NA NA NA NA
american bankers 32 https://www.regulations.gov/document?D=CFPB-2012-0028-2673 5 0 0 16 11 CFPB NA NA NA NA
securities industry financial markets 31 https://www.sec.gov/comments/s7-45-10/s74510-587.pdf 2 0 2 0 27 SEC NA NA NA NA
american bankers 31 https://www.regulations.gov/document?D=CFPB-2011-0006-0005 15 0 0 10 6 CFPB NA NA NA NA
american bankers 31 https://www.regulations.gov/document?D=CFPB-2011-0007-0005 15 0 0 10 6 CFPB NA NA NA NA
consumer mortgage coalition 31 https://www.regulations.gov/document?D=CFPB-2012-0028-0488 2 0 0 6 23 CFPB NA NA NA NA
consumer mortgage coalition 31 https://www.regulations.gov/document?D=CFPB-2012-0029-0123 2 0 0 6 23 CFPB NA NA NA NA
natl assn retail collection attorneys 31 https://www.regulations.gov/document?D=CFPB-2013-0033-0382 19 4 5 0 3 CFPB NA NA NA NA
american bankers 30 https://www.sec.gov/comments/s7-41-11/s74111-280.pdf 15 0 0 7 8 SEC NA NA NA NA
futures industry 29 R-1538/R-1538_080416_130404_401540360277_1.pdf 5 0 0 20 4 FRS NA NA NA NA
pnc financial services 28 https://www.sec.gov/comments/s7-41-11/s74111-245.pdf 23 0 0 5 0 SEC 111968.75 111968.75 NA NA
consumer law center 28 https://www.regulations.gov/document?D=CFPB-2012-0029-0093 20 0 1 4 3 CFPB NA NA NA NA
consumer law center 28 https://www.regulations.gov/document?D=CFPB-2012-0029-0138 20 0 1 4 3 CFPB NA NA NA NA
pnc financial services 27 R-1442/R-1442_102212_109758_308151765085_1.pdf 8 0 0 12 7 FRS 111968.75 111968.75 NA NA
consumer mortgage coalition 26 R-1407/R-1407_041411_69408_337905403353_1.pdf 0 0 0 24 2 FRS NA NA NA NA
loan syndications trading 26 https://www.sec.gov/comments/s7-14-11/s71411-477.pdf 0 0 0 0 26 SEC NA NA NA NA
better markets 26 https://www.sec.gov/comments/s7-03-13/s70313-260.pdf 12 1 4 0 9 SEC NA NA NA NA
securities industry financial markets 25 https://www.sec.gov/comments/s7-41-11/s74111-204.pdf 2 0 1 7 15 SEC NA NA NA NA
consumer mortgage coalition 25 https://www.regulations.gov/document?D=CFPB-2013-0010-0072 6 0 0 7 12 CFPB NA NA NA NA
clearing house 24 R-1537/R-1537_080516_130419_430529589163_1.pdf 2 0 4 9 9 FRS NA NA NA NA
harvard university law school 24 https://www.sec.gov/comments/s7-12-15/s71215-68.pdf 14 0 5 3 2 SEC 78888.89 78888.89 NA NA
online lenders alliance 24 https://www.regulations.gov/document?D=CFPB-2016-0025-143973 6 0 2 9 7 CFPB 74794.52 74794.52 NA NA
financial service centers 24 https://www.regulations.gov/document?D=CFPB-2016-0025-186584 3 0 0 0 21 CFPB NA NA NA NA
securities industry financial markets 23 R-1536/R-1536_072216_130370_573100713678_1.pdf 4 0 0 6 13 FRS NA NA NA NA
better markets 23 https://www.sec.gov/comments/s7-08-12/s70812-4661033-176513.pdf 5 1 3 2 12 SEC NA NA NA NA
financial services roundtable 23 https://www.sec.gov/comments/s7-18-08/s71808-79.pdf 5 1 0 13 4 SEC 347142.86 347142.86 10769784 NA
credit suisse securities usa 23 https://www.sec.gov/comments/s7-41-11/s74111-260.pdf 1 0 1 10 11 SEC NA NA NA NA
general electric 23 https://www.sec.gov/comments/s7-41-11/s74111-253.pdf 7 0 1 11 4 SEC 225591.44 225591.44 NA NA
american bankers 23 https://www.regulations.gov/document?D=CFPB-2012-0022-0133 3 4 13 1 2 CFPB NA NA NA NA
mortgage bankers 23 https://www.regulations.gov/document?D=CFPB-2012-0033-0162 5 0 0 3 15 CFPB NA NA NA NA
mortgage bankers 23 https://www.regulations.gov/document?D=CFPB-2012-0034-0146 5 0 0 3 15 CFPB NA NA NA NA
consumer law center 23 https://www.regulations.gov/document?D=CFPB-2012-0037-0697 14 0 1 4 4 CFPB NA NA NA NA
securities industry financial markets 23 https://www.ncua.gov/files/comment-letters/2016/cl-exec-20160725SIFMA.pdf 4 0 0 6 13 NCUA NA NA NA NA
better markets 22 https://www.sec.gov/comments/s7-23-07/s72307-52.pdf 0 0 1 0 21 SEC NA NA NA NA
cadwalader wickersham taft 22 https://www.sec.gov/comments/s7-41-11/s74111-142.pdf 20 0 0 2 0 SEC NA NA NA NA
financial services roundtable 22 https://www.regulations.gov/document?D=CFPB-2011-0003-0007 12 0 0 7 3 CFPB 347142.86 347142.86 10769784 NA
consumer mortgage coalition 22 https://www.regulations.gov/document?D=CFPB-2012-0033-0161 3 0 1 3 15 CFPB NA NA NA NA
consumer mortgage coalition 22 https://www.regulations.gov/document?D=CFPB-2012-0034-0144 3 0 1 3 15 CFPB NA NA NA NA
securities industry financial markets 21 https://www.sec.gov/comments/s7-06-11/s70611-24.pdf 1 0 0 0 20 SEC NA NA NA NA
genworth mortgage insurance 21 https://www.sec.gov/comments/s7-14-11/s71411-180.pdf 3 0 0 1 17 SEC 80407.18 80407.18 NA NA
arnold porter fa 21 https://www.sec.gov/comments/s7-03-13/s70313-266.pdf 8 0 0 9 4 SEC NA NA NA NA
consumer law center 21 https://www.regulations.gov/document?D=CFPB-2013-0031-0019 10 2 0 1 8 CFPB NA NA NA NA
consumer vehicle lessors 21 https://www.regulations.gov/document?D=CFPB-2014-0024-0030 6 0 0 12 3 CFPB NA NA NA NA
consumer law center 21 https://www.regulations.gov/document?D=CFPB-2014-0033-0029 10 2 0 1 8 CFPB NA NA NA NA
consumer mortgage coalition 20 R-1411/R-1411_103013_111548_566101121654_1.pdf 3 0 0 2 15 FRS NA NA NA NA
sutherland asbill brennan 20 R-1538/R-1538_081216_130438_501329577002_1.pdf 2 0 0 16 2 FRS NA NA NA NA
institute international bankers 20 R-1492/R-1492_081114_129586_426052826308_1.pdf 0 0 0 10 10 FRS NA NA NA NA
loan syndications trading 20 R-1432/R-1432_071212_107895_555401745064_1.pdf 12 0 0 0 8 FRS NA NA NA NA

Assets x technical terms

t <- technical_terms %>% 
  left_join(d %>% 
              select(comment_url, org_name,
                     comment_agency, org_resources, MeanContribAmount,
                         assets,
                         marketcap2,
                     `FDIC_Institutions-orgMatch:ASSET`) %>% 
    distinct() 
) %>% 
  drop_na(dictionary_terms)


# FDIC ASSTS 
t %>% 
  filter(!is.na(`FDIC_Institutions-orgMatch:ASSET`)) %>% 
  ggplot() +
  aes(x = `FDIC_Institutions-orgMatch:ASSET`, # %>% log(), 
      y = dictionary_terms ) + 
  geom_point(alpha = .5) + 
  geom_smooth(method = "lm"
  ) + 
  scale_y_log10() +
  scale_x_log10() + 
  labs(x = "Assets",
       y = "Legal and Technial Terms", 
       title = "FDIC-Insured Banks")

t %>% 
  filter(!is.na(`FDIC_Institutions-orgMatch:ASSET`), dictionary_terms == 0) %>%
  select(org_name, everything(), -doc_id) %>% 
  kablebox()
org_name uk_law banking us_law overlap dictionary_terms comment_url comment_agency org_resources MeanContribAmount assets marketcap2 FDIC_Institutions-orgMatch:ASSET
corpus christi 0 0 0 0 0 https://www.sec.gov/comments/s7-45-10/s74510-262.pdf SEC 767293 NA NA NA 767293
palm desert 0 0 0 0 0 https://www.sec.gov/comments/s7-45-10/s74510-221.pdf SEC 129253 NA NA NA 129253
wells fargo 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2011-0008-0297 CFPB 23463075 349826.1 NA NA 23463075
northeast bankers 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2011-0009-0119 CFPB 175582 NA NA NA 175582
horizon financial 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0022-0050 CFPB 131723 NA NA NA 131723
traders farmers 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0022-0120 CFPB 380746 NA NA NA 380746
morgan stanley private 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0022-0147 CFPB 53504000 NA NA NA 53504000
farmers savings 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-0442 CFPB 49200 NA NA NA 49200
cedar valley 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-0450 CFPB 11906 NA NA NA 11906
cedar valley 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-0451 CFPB 11906 NA NA NA 11906
colonial virginia 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-0530 CFPB 115096 NA NA NA 115096
norwest black hills 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-0547 CFPB 397885 NA NA NA 397885
wells fargo 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-0582 CFPB 23463075 349826.1 NA NA 23463075
first florida 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-1644 CFPB 6339124 NA NA NA 6339124
central florida 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-1847 CFPB 247515 NA NA NA 247515
kentucky pendleton 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-1892 CFPB 27441 NA NA NA 27441
fsb lake sunapee 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-2003 CFPB 1552939 NA NA NA 1552939
wells fargo 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-2087 CFPB 23463075 349826.1 NA NA 23463075
wells fargo 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-2107 CFPB 23463075 349826.1 NA NA 23463075
ssb equitable 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-2139 CFPB 303534 NA NA NA 303534
virginia heritage 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-2225 CFPB 951668 NA NA NA 951668
first north dakota 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-2238 CFPB 880897 NA NA NA 880897
virginia heritage 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-2269 CFPB 951668 NA NA NA 951668
american heritage 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-2314 CFPB 1120654 NA NA NA 1120654
first florida 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-2369 CFPB 6339124 NA NA NA 6339124
virginia heritage 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-2371 CFPB 951668 NA NA NA 951668
virginia heritage 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-2373 CFPB 951668 NA NA NA 951668
peoples exchange 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-2763 CFPB 62665 NA NA NA 62665
bankers kansas 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-2855 CFPB 180621 NA NA NA 180621
sun prairie valley 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0028-2885 CFPB 53168 NA NA NA 53168
southside virginia 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0029-0025 CFPB 561664 NA NA NA 561664
first muscatine 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0029-0044 CFPB 304493 NA NA NA 304493
farmers savings 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0029-0048 CFPB 49200 NA NA NA 49200
two rivers 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0029-0049 CFPB 315465 NA NA NA 315465
farmers merchants savings 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0029-0053 CFPB 154144 NA NA NA 154144
bankers kansas 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0029-0095 CFPB 180621 NA NA NA 180621
colonial virginia 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0029-0135 CFPB 115096 NA NA NA 115096
norwest black hills 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0029-0140 CFPB 397885 NA NA NA 397885
central florida 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0029-0166 CFPB 247515 NA NA NA 247515
wells fargo 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0029-0190 CFPB 23463075 349826.1 NA NA 23463075
wells fargo 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0031-0040 CFPB 23463075 349826.1 NA NA 23463075
central florida 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0032-0024 CFPB 247515 NA NA NA 247515
wells fargo 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0032-0031 CFPB 23463075 349826.1 NA NA 23463075
frankfort mich savings 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0033-0035 CFPB 129107 NA NA NA 129107
fsb lake sunapee 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0033-0062 CFPB 1552939 NA NA NA 1552939
wells fargo 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0033-0063 CFPB 23463075 349826.1 NA NA 23463075
wells fargo 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0033-0085 CFPB 23463075 349826.1 NA NA 23463075
southside virginia 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0033-0097 CFPB 561664 NA NA NA 561664
norwest black hills 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0033-0122 CFPB 397885 NA NA NA 397885
morgan stanley private 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0033-0134 CFPB 53504000 NA NA NA 53504000
miami savings 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0033-0163 CFPB 96687 NA NA NA 96687
wells fargo 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0034-0079 CFPB 23463075 349826.1 NA NA 23463075
norwest black hills 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0034-0115 CFPB 397885 NA NA NA 397885
wells fargo 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0037-0189 CFPB 23463075 349826.1 NA NA 23463075
central florida 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0037-0206 CFPB 247515 NA NA NA 247515
american heritage 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0037-0505 CFPB 1120654 NA NA NA 1120654
first tennessee 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2012-0050-0073 CFPB 216632 NA NA NA 216632
colfax banking 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0003 CFPB 107257 NA NA NA 107257
farmers west concord 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0041 CFPB 48650 NA NA NA 48650
great southern 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0083 CFPB 302521 NA NA NA 302521
colfax banking 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0152 CFPB 107257 NA NA NA 107257
norwest cherry creek 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0183 CFPB 203925 NA NA NA 203925
farmers west concord 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0235 CFPB 48650 NA NA NA 48650
norwest cherry creek 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0237 CFPB 203925 NA NA NA 203925
farmers west concord 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0246 CFPB 48650 NA NA NA 48650
merchants farmers 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0272 CFPB 168840 NA NA NA 168840
norwest cherry creek 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0285 CFPB 203925 NA NA NA 203925
norwest cherry creek 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0288 CFPB 203925 NA NA NA 203925
bankfirst financial services 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0415 CFPB 954917 NA NA NA 954917
bankfirst financial services 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0469 CFPB 954917 NA NA NA 954917
first collinsville 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0529 CFPB 138459 NA NA NA 138459
northern hancock 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0536 CFPB 26699 NA NA NA 26699
first american 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0585 CFPB 1123534 NA NA NA 1123534
oxford university 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0648 CFPB 131837 NA NA NA 131837
oxford university 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0651 CFPB 131837 NA NA NA 131837
mascoma savings 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0706 CFPB 1587618 NA NA NA 1587618
bankers south carolina 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0726 CFPB 344522 NA NA NA 344522
century ozarks 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0758 CFPB 173130 NA NA NA 173130
citizens first 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0764 CFPB 116593 NA NA NA 116593
first hawaiian 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0797 CFPB 19740940 NA NA NA 19740940
bankfirst financial services 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0798 CFPB 954917 NA NA NA 954917
north american savings 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0813 CFPB 99796 NA NA NA 99796
merchants farmers 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0838 CFPB 168840 NA NA NA 168840
colonial savings 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0884 CFPB 68314 NA NA NA 68314
first commercial 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0885 CFPB 234606 NA NA NA 234606
great southern 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0887 CFPB 302521 NA NA NA 302521
merchants farmers 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0888 CFPB 168840 NA NA NA 168840
bankfirst financial services 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0900 CFPB 954917 NA NA NA 954917
bankfirst financial services 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0914 CFPB 954917 NA NA NA 954917
puerto rico 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0919 CFPB 550624 NA NA NA 550624
first hawaiian 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0002-0941 CFPB 19740940 NA NA NA 19740940
wells fargo 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0010-0039 CFPB 23463075 349826.1 NA NA 23463075
piscataqua savings 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0013-0027 CFPB 258679 NA NA NA 258679
first minnesota 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0013-0029 CFPB 396284 NA NA NA 396284
woodsville guaranty savings 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0013-0031 CFPB 466556 NA NA NA 466556
first service 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0013-0068 CFPB 319060 NA NA NA 319060
mascoma savings 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0013-0093 CFPB 1587618 NA NA NA 1587618
piscataqua savings 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0018-0010 CFPB 258679 NA NA NA 258679
credit one 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0018-0018 CFPB 224471 NA NA NA 224471
wells river savings 0 0 0 0 0 https://www.regulations.gov/document?D=CFPB-2013-0018-0030 CFPB 165645 NA NA NA 165645
# nonprofits
t %>% 
  filter(!is.na(assets)) %>% 
  ggplot() +
  aes(x = assets, 
      y = dictionary_terms) + 
  geom_point() + 
  geom_smooth(method = "lm"
  )

# contribution
t %>% 
  filter(!is.na(MeanContribAmount)) %>%
  ggplot() +
  aes(x = MeanContribAmount, 
      y = dictionary_terms) + 
  geom_point() + 
  geom_smooth(method = "lm"
  )

t %>% 
  filter(!is.na(marketcap2)) %>% 
  ggplot() +
  aes(x = marketcap2, 
      y = dictionary_terms) + 
  geom_jitter() + 
  geom_smooth(method = "lm"
  ) 

This is fishy

# fishy
d %>% 
  ggplot() +
  aes(x = marketcap2) + 
  geom_histogram()

Steve’s code

# Steve's code
# https://www.dropbox.com/s/dt7n0a771jngpte/Efficacy_Plots.R?dl=0
######################################

'%!in%' <- function(x,y)!('%in%'(x,y))

library(scales) # to access break formatting functions
library(DBI)
library(RSQLite)
library(quanteda)
library(tidyverse)
library(magrittr)
library(tidylog)
library(stargazer)
library(corrplot)



all_repeated_language <- read.csv(here("data/repeated_language.csv"), stringsAsFactors = F, 
                                  strip.white = T, sep = ",")

all_repeated_language %<>% as_tibble()

commenter_covariates <- read.csv(file = here("data/finreg_commenter_covariates_df_20210824.csv"), 
                                 strip.white = T, stringsAsFactors = F)

# federal reserve weird in sqlite and that translates to this frame
commenter_covariates %<>%
  mutate(
  comment_url = gsub(pattern = "https:/www.sec.gov", 
                     replacement = "https://www.sec.gov", 
                     x = comment_url),
  comment_url = gsub(pattern = "S7-", 
                   replacement = "s7-", 
                   x = comment_url),
  # Federal Reserve Fix
  comment_url = gsub(pattern = "https:\\/\\/www\\.federalreserve\\.gov\\/SECRS\\/\\d{4}\\/\\w+/\\d{1,}/", 
                   replacement = "",
                   x = comment_url)
  )
  
load(here("data", "tech_iterations.RData"))
load(here("data", "bluebook.RData"))



# Efficacy Measure Summary Stats and Plots ####
technical_terms %<>%
  mutate(  comment_url = doc_id) %>%
  left_join(Tables_and_Figures, by = "comment_url") %>%
  left_join(bluebook, by = "comment_url") %>%
  mutate(
  # SEC fix
  comment_url = gsub(pattern = "https:/www.sec.gov", 
                     replacement = "https://www.sec.gov", 
                     x = comment_url),
  comment_url = gsub(pattern = "S7-", 
                   replacement = "s7-", 
                   x = comment_url),
  # Federal Reserve Fix
  comment_url = gsub(pattern = "https:\\/\\/www\\.federalreserve\\.gov\\/SECRS\\/\\d{4}\\/\\w+/\\d{1,}/", 
                   replacement = "",
                   x = comment_url)
  )
  
technical_terms %>%
  filter(grepl(pattern = "sec.gov",x = comment_url))

missing_from_all_repeated <- all_repeated_language %>%
  anti_join(technical_terms, by = "comment_url")

missing_from_technical_terms <- technical_terms %>%
  anti_join(all_repeated_language, by = "comment_url")

missing_from_technical_terms
  
all_repeated_language %>%
  left_join(technical_terms, by = "comment_url")




## Rename Efficacy Measure variables for plots ####
all_repeated_language %<>%
  
  # Plag sequences
  rename("Num. Seq. Over 5" = "difference_plagiarised_number_of_other_sequences_over_5") %>%
  rename("Num. Seq. Over 10" = "difference_plagiarised_number_of_other_sequences_over_10") %>%
  rename("Num. Seq. Over 25" = "difference_plagiarised_number_of_other_sequences_over_25") %>%
  rename("Num. Seq. Over 50" = "difference_plagiarised_number_of_other_sequences_over_50") %>%
  rename("Num. Seq. Over 100" = "difference_plagiarised_number_of_other_sequences_over_100") %>%
  
  # Plag length
  rename("Seq. Leng. Over 5" = "difference_plagiarised_cumulative_sequence_length_over_5") %>%
  rename("Seq. Leng. Over 10" = "difference_plagiarised_cumulative_sequence_length_over_10") %>%
  rename("Seq. Leng. Over 25" = "difference_plagiarised_cumulative_sequence_length_over_25") %>%
  rename("Seq. Leng. Over 50" = "difference_plagiarised_cumulative_sequence_length_over_50") %>%
  rename("Seq. Leng. Over 100" = "difference_plagiarised_cumulative_sequence_length_over_100") %>%
  
  # Fuzzy sequences
  rename("Fuzzy Num. Seq. Over 10" = "differece_fuzzy_number_of_other_sequences_over_10") %>%
  rename("Fuzzy Num. Seq. Over 25" = "differece_fuzzy_number_of_other_sequences_over_25") %>%
  rename("Fuzzy Num. Seq. Over 50" = "differece_fuzzy_number_of_other_sequences_over_50") %>%
  rename("Fuzzy Num. Seq. Over 100" = "differece_fuzzy_number_of_other_sequences_over_100") %>%
  
  # Fuzzy length
  rename("Fuzzy Seq. Leng. Over 10" = "differece_fuzzy_cumulative_sequence_length_over_10") %>%
  rename("Fuzzy Seq. Leng. Over 25" = "differece_fuzzy_cumulative_sequence_length_over_25") %>%
  rename("Fuzzy Seq. Leng. Over 50" = "differece_fuzzy_cumulative_sequence_length_over_50") %>%
  rename("Fuzzy Seq. Leng. Over 100" = "differece_fuzzy_cumulative_sequence_length_over_100") %>%
  
  # Other terms
  rename("Unique Tokens" = "Types") %>%
  rename("Total Tokens" = "Tokens") %>%
  rename("Total Sentences" = "Sentences") %>%
  rename("Words" = "words") 

order_of_terms_for_plots <- c(
  "Unique Tokens", "Total Tokens", "Total Sentences", "Words",
  "Num. Seq. Over 5", "Num. Seq. Over 10",
  "Num. Seq. Over 25", "Num. Seq. Over 50",
  "Num. Seq. Over 100",
  "Seq. Leng. Over 5", "Seq. Leng. Over 10",
  "Seq. Leng. Over 25", "Seq. Leng. Over 50",
  "Seq. Leng. Over 100",
  "Fuzzy Num. Seq. Over 10","Fuzzy Num. Seq. Over 25",
  "Fuzzy Num. Seq. Over 50", "Fuzzy Num. Seq. Over 100",
  "Fuzzy Seq. Leng. Over 10", "Fuzzy Seq. Leng. Over 25",
  "Fuzzy Seq. Leng. Over 50", "Fuzzy Seq. Leng. Over 100")

data_for_plots <- all_repeated_language %>%
  gather(terms, val, -comment_url) %>%
  mutate(val = as.numeric(val)) %>%
  group_by(terms) %>%
  filter(terms %in% order_of_terms_for_plots) %>%
  mutate(terms = factor(terms, levels=c(
    "Unique Tokens",
    "Total Tokens",
    "Total Sentences",
    "Words",
    "Num. Seq. Over 5",
    "Num. Seq. Over 10",
    "Num. Seq. Over 25",
    "Num. Seq. Over 50",
    "Num. Seq. Over 100",
    "Seq. Leng. Over 5",
    "Seq. Leng. Over 10",
    "Seq. Leng. Over 25",
    "Seq. Leng. Over 50",
    "Seq. Leng. Over 100",
    "Fuzzy Num. Seq. Over 10",
    "Fuzzy Num. Seq. Over 25",
    "Fuzzy Num. Seq. Over 50",
    "Fuzzy Num. Seq. Over 100",
    "Fuzzy Seq. Leng. Over 10",
    "Fuzzy Seq. Leng. Over 25",
    "Fuzzy Seq. Leng. Over 50", 
    "Fuzzy Seq. Leng. Over 100")))

#### Summary Stats ####
summary_stats <- data_for_plots %>%
  summarise(
    n = n(),
    min = fivenum(val)[1],
    #Q1 = fivenum(val)[2],
    median = fivenum(val)[3],
    #Q3 = fivenum(val)[4],
    Q90 = quantile(val, 0.9, na.rm = T),
    Q95 = quantile(val, 0.95, na.rm = T),
    Q99 = quantile(val, 0.99, na.rm = T),
    max = fivenum(val)[5]
  ) 

summary_stats %>%
  pander::pandoc.table()

#### Export Summary Stats to Latex ####
print(xtable::xtable(summary_stats, digits = 0), include.rownames = F)

# Violin Plots ####

#### Length ####
comment_length <- data_for_plots %>% 
  filter(terms %in% c("Total Sentences","Words")) %>%
  mutate(val = val + 1) %>%
  group_by(terms) %>%
  ggplot( aes(x=terms, y=val)) + #, fill=terms)) +
  geom_violin(width=1) +
  facet_wrap(~terms, scales = "free") +
  scale_y_log10(labels = scales::comma_format(accuracy=1)) +
  theme_minimal() +
  geom_boxplot(width=0.2, color="grey", alpha=0.2) +
  labs(title = "Comment Length",
       caption = "Sentences measured from capital letter to period; Words measured as characters between spaces") +  
  theme(legend.position="none",
        plot.title = element_text(size = 12, face = "bold",hjust = 0.5)) +  
  xlab("") +
  ylab("Count")

#### Exact Matches: Number ####
plag_seq <- data_for_plots %>%
  filter(terms %in% c(                        "Num. Seq. Over 5",
                                              "Num. Seq. Over 10",
                                              "Num. Seq. Over 25",
                                              "Num. Seq. Over 50",
                                              "Num. Seq. Over 100")) %>%
  group_by(terms) %>%
  ggplot( aes(x=terms, y=val)) + #, fill=terms)) +
  geom_violin(width=1) +
  scale_y_log10(labels = scales::comma_format(accuracy=1)) +
  theme_bw() +
  geom_boxplot(width=0.2, color="grey", alpha=0.2) +
  labs(title = "Exact Matches: Number of Sequences over Length n in Comment and Final Rule",
       caption = "These are counts; a 1 where n = 5 represents 5 words in the comment and final rule") +  
  theme(legend.position="none",
        plot.title = element_text(hjust = 0.5)) +  
  xlab("") +
  ylab("Count of Exact Sequences")

#### Exact Matches: Length ####
plag_len <- data_for_plots %>%  
  filter(terms %in% c("Seq. Leng. Over 5",
                      "Seq. Leng. Over 10",
                      "Seq. Leng. Over 25",
                      "Seq. Leng. Over 50",
                      "Seq. Leng. Over 100")) %>%
  group_by(terms) %>%
  ggplot( aes(x=terms, y=val)) + #, fill=terms)) +
  geom_violin(width=1) +
  scale_y_log10(labels = scales::comma_format(accuracy=1)) +
  theme_bw() +
  geom_boxplot(width=0.2, color="grey", alpha=0.2) +
  labs(title = "Exact Matches: Total Length of Matched Sequences",
       caption = "These are the cumulative lengths of the sequences above per document") +  
  theme(legend.position="none",
        plot.title = element_text(hjust = 0.5)) +  
  xlab("") +
  ylab("Total Amount of Repeated Text")

#### Fuzzy Matches: Number ####
fuzzy_seq <- data_for_plots %>%  
  filter(terms %in% c("Fuzzy Num. Seq. Over 10",
                      "Fuzzy Num. Seq. Over 25",
                      "Fuzzy Num. Seq. Over 50",
                      "Fuzzy Num. Seq. Over 100")) %>%
  group_by(terms) %>%
  ggplot( aes(x=terms, y=val)) + #, fill=terms)) +
  geom_violin(width=1) +
  scale_y_log10(labels = scales::comma_format(accuracy=1)) +
  theme_bw() +
  geom_boxplot(width=0.2, color="grey", alpha=0.2) +
  labs(title = "Fuzzy Matches: Number of Sequences over Length n in Comment and Final Rule",
       caption = "These are counts; a 1 where n = 5 represents 5 words in the comment and final rule") +  
  theme(legend.position="none",
        plot.title = element_text(hjust = 0.5)) +  
  xlab("") +
  ylab("Count of Fuzzy Mathed Sequences")

#### Fuzzy Matches: Length ####
fuzzy_len <- data_for_plots %>%  
  filter(terms %in% c("Fuzzy Seq. Leng. Over 10",
                      "Fuzzy Seq. Leng. Over 25",
                      "Fuzzy Seq. Leng. Over 50", 
                      "Fuzzy Seq. Leng. Over 100")) %>%
  group_by(terms) %>%
  ggplot( aes(x=terms, y=val)) + #, fill=terms)) +
  geom_violin(width=1) +
  scale_y_log10(labels = scales::comma_format(accuracy=1)) +
  theme_bw() +
  geom_boxplot(width=0.2, color="grey", alpha=0.2) +
  labs(title = "Fuzzy Matches: Total Length of Matched Sequences",
       caption = "These are the cumulative lengths of the sequences above per document") +  
  theme(legend.position="none",
        plot.title = element_text(hjust = 0.5)) +  
  xlab("") +
  ylab("Total Amount of Repeated Text")

## Save Distribution Plots ####
plag_seq
plag_len
fuzzy_seq
fuzzy_len

# ggsave(plot = plag_seq, "violin_plag_seq.pdf", width = 9, height = 6.5)
# ggsave(plot = plag_seq, "violin_plag_len.pdf", width = 9, height = 6.5)
# ggsave(plot = fuzzy_len, "violin_fuzzy_seq.pdf", width = 9, height = 6.5)
# ggsave(plot = fuzzy_seq, "violin_fuzzy_seq.pdf", width = 9, height = 6.5)

# Correlation Plots ####
cor.mtest <- function(mat, ...) {
  mat <- as.matrix(mat)
  n <- ncol(mat)
  p.mat<- matrix(NA, n, n)
  diag(p.mat) <- 0
  for (i in 1:(n - 1)) {
    for (j in (i + 1):n) {
      tmp <- cor.test(mat[, i], mat[, j], ...)
      p.mat[i, j] <- p.mat[j, i] <- tmp$p.value
    }
  }
  colnames(p.mat) <- rownames(p.mat) <- colnames(mat)
  return(p.mat)
}

assemble_corr_plots <- function(tbl){
  # tbl = data_for_correlation_plot 
  
  #names(tbl) <- base::tolower(substring(names(tbl), 1,5))
  
  corrs <- tbl %>%
    cor()
  
  p.mat <-  tbl %>%
    cor.mtest()
  
  col <- colorRampPalette(c("#BB4444", "#EE9988", "#FFFFFF", "#77AADD", "#4477AA"))
  
  c_plot <- function() {
    corrplot(corrs, method="color", col=col(200),  
             type="upper", order="hclust", 
             addCoef.col = "black", # Add coefficient of correlation
             tl.col="black", tl.srt=45, #Text label color and rotation
             # Combine with significance
             p.mat = p.mat, sig.level = 0.01, insig = "blank", 
             # hide correlation coefficient on the principal diagonal
             diag=FALSE)
  }
  list(c_plot = c_plot)
}

## Length ####
length_variables <- all_repeated_language %>%
  select(`Unique Tokens`,`Total Tokens`,
         `Total Sentences`, `Words`) 

pdf(file = "Length_Correlations.pdf")
assemble_corr_plots(length_variables)$c_plot()
dev.off()

plagiarism_number_variables <- all_repeated_language %>%
  select(`Num. Seq. Over 5`,`Num. Seq. Over 10`,`Num. Seq. Over 25`,
         `Num. Seq. Over 50`, `Num. Seq. Over 100`) 

pdf(file = "Plagiarism_Number_Correlations.pdf")
assemble_corr_plots(plagiarism_number_variables)$c_plot()
dev.off()

plagiarism_length_variables <- all_repeated_language %>%
  select(`Seq. Leng. Over 5`, `Seq. Leng. Over 10`,
         `Seq. Leng. Over 25`,`Seq. Leng. Over 50`,
         `Seq. Leng. Over 100`) 

#pdf(file = "Plagiarism_Length_Correlations.pdf")
#assemble_corr_plots(plagiarism_length_variables)$c_plot()
dev.off()

fuzzy_number_variables <- all_repeated_language %>%
  select(`Fuzzy Num. Seq. Over 10`,
         `Fuzzy Num. Seq. Over 25`,
         `Fuzzy Num. Seq. Over 50`,
         `Fuzzy Num. Seq. Over 100`) 

pdf(file = "Fuzzy_Number_Correlations.pdf")
#assemble_corr_plots(fuzzy_number_variables)$c_plot()
dev.off()

### Fuzzy Length of Sequences ###
fuzzy_length_variables <- all_repeated_language %>%
  select(`Fuzzy Seq. Leng. Over 10`,
         `Fuzzy Seq. Leng. Over 25`,
         `Fuzzy Seq. Leng. Over 50`,
         `Fuzzy Seq. Leng. Over 100`) 

pdf(file = "Fuzzy_Length_Correlations.pdf")
#assemble_corr_plots(fuzzy_length_variables)$c_plot()
dev.off()

all <- all_repeated_language %>%
  select(`Unique Tokens`,`Total Tokens`,
         `Total Sentences`, `Words`,
    `Num. Seq. Over 5`,`Num. Seq. Over 10`,`Num. Seq. Over 25`,
         `Num. Seq. Over 50`, `Num. Seq. Over 100`,
         `Seq. Leng. Over 5`, `Seq. Leng. Over 10`,
         `Seq. Leng. Over 25`,`Seq. Leng. Over 50`,
         `Seq. Leng. Over 100`,
         `Fuzzy Num. Seq. Over 10`,
         `Fuzzy Num. Seq. Over 25`,
         `Fuzzy Num. Seq. Over 50`,
         `Fuzzy Num. Seq. Over 100`,
         `Fuzzy Seq. Leng. Over 10`,
         `Fuzzy Seq. Leng. Over 25`,
         `Fuzzy Seq. Leng. Over 50`,
         `Fuzzy Seq. Leng. Over 100`) 

pdf(file = "All_Correlations.pdf",width=11, height=8.5, paper = "USr")
#assemble_corr_plots(all)$c_plot()
dev.off()

rm(all, fuzzy_length_variables,fuzzy_number_variables,
   plagiarism_length_variables,plagiarism_number_variables)

# Create two dataframes, one wide and one long ####

wide<- all_repeated_language %>%
  inner_join(commenter_covariates, by = "comment_url")

### Lots of missing comments in commenter_covariates
missing <- all_repeated_language %>%
  anti_join(commenter_covariates, by = "comment_url") 

# missing %>% View()

commenter_covariates$comment_url[201316]

### see one example here:
grep(pattern = "CFPB-2016-0020-0044", x = all_repeated_language$comment_url)
grep(pattern = "CFPB-2016-0020-0044", x = commenter_covariates$comment_url)

#### Asset Scatterplots ####
mdc_and_efficacy <- all_repeated_language %>%
  inner_join(match_data_clean, by = "comment_url") 

Words <- mdc_and_efficacy %>%
  ggplot( aes(x=org_resources, y=Words)) + #, fill=terms)) +
  geom_point() +
  geom_smooth() +
  scale_y_log10(labels = scales::comma_format(accuracy=1)) +
  scale_x_log10(labels = scales::comma_format(accuracy=1)) +
  theme_bw() +
  labs(title = "Comment Length and Organizational Resources",
       caption = "") +  
  theme(legend.position="none",
        plot.title = element_text(hjust = 0.5)) +  
  xlab("Assets") +
  ylab("Words")


Plag_Count_Over_10 <- mdc_and_efficacy %>%
  ggplot( aes(x=org_resources, y=`Num. Seq. Over 10`)) + #, fill=terms)) +
  geom_point() +
  geom_smooth() +
  scale_y_log10(labels = scales::comma_format(accuracy=1)) +
  scale_x_log10(labels = scales::comma_format(accuracy=1)) +
  theme_bw() +
  labs(title = "Number of Repeated Sequences over 10 and Organizational Resources",
       caption = "The depentend variable is count") +  
  theme(legend.position="none",
        plot.title = element_text(hjust = 0.5)) +  
  xlab("Assets") +
  ylab("Total Amount of Repeated Text")

Plag_Count_Over_25 <- mdc_and_efficacy %>%
  ggplot( aes(x=org_resources, y=`Num. Seq. Over 25`)) + #, fill=terms)) +
  geom_point() +
  geom_smooth() +
  scale_y_log10(labels = scales::comma_format(accuracy=1)) +
  scale_x_log10(labels = scales::comma_format(accuracy=1)) +
  theme_bw() +
  labs(title = "Number of Repeated Sequences over 25 and Organizational Resources",
       caption = "The depentend variable is count") +  
  theme(legend.position="none",
        plot.title = element_text(hjust = 0.5)) +  
  xlab("Assets") +
  ylab("Total Amount of Repeated Text")

Plag_Length_Over_10 <- mdc_and_efficacy %>%
  ggplot( aes(x=org_resources, y=`Seq. Leng. Over 10`)) + #, fill=terms)) +
  geom_point() +
  geom_smooth() +
  scale_y_log10(labels = scales::comma_format(accuracy=1)) +
  scale_x_log10(labels = scales::comma_format(accuracy=1)) +
  theme_bw() +
  labs(title = "Cumulative Length and Organizational Resources",
       caption = "The depentend variable is based on sequences of over 10 words") +  
  theme(legend.position="none",
        plot.title = element_text(hjust = 0.5)) +  
  xlab("Assets") +
  ylab("Total Amount of Repeated Text")

Plag_Length_Over_25 <- mdc_and_efficacy %>%
  ggplot( aes(x=org_resources, y=`Seq. Leng. Over 25`)) + #, fill=terms)) +
  geom_point() +
  geom_smooth() +
  scale_y_log10(labels = scales::comma_format(accuracy=1)) +
  scale_x_log10(labels = scales::comma_format(accuracy=1)) +
  theme_bw() +
  labs(title = "Cumulative Length and Organizational Resources",
       caption = "The depentend variable is based on sequences of over 25 words") +  
  theme(legend.position="none",
        plot.title = element_text(hjust = 0.5)) +  
  xlab("Assets") +
  ylab("Total Amount of Repeated Text")


# master_location <- "/Users/stevenrashin/Dropbox/FINREG-RULEMAKE/attachments.sqlite"
# con = dbConnect(SQLite(), dbname=master_location)
# myQuery <- dbSendQuery(con, "SELECT * FROM attachments")
# All_comment_text <- dbFetch(myQuery, n = -1) %>% as_tibble()

# All_comment_text %<>%  arrange(comment_url)

check_no_words <- mdc_and_efficacy %>%
  select(comment_url, Words, org_resources) %>%
  filter(Words == 0) %>%
  select(comment_url) %>%
  pull()

# All_comment_text %>%
#   filter(comment_url %in% check_no_words)

# rm(All_comment_text)

Words
Plag_Count_Over_10
Plag_Count_Over_25
Plag_Length_Over_10
Plag_Length_Over_25
# ggsave(plot = Words, "Assets_Words.pdf", width = 9, height = 6.5)
# ggsave(plot = Plag_Count_Over_10, "Assets_Plag_Count_10.pdf", width = 9, height = 6.5)
# ggsave(plot = Plag_Count_Over_25, "Assets_Plag_Count_25.pdf",width = 9, height = 6.5)
# ggsave(plot = Plag_Length_Over_10, "Assets_Plag_Length_10.pdf", width = 9, height = 6.5)
# ggsave(plot = Plag_Length_Over_25, "Assets_Plag_Length_25.pdf", width = 9, height = 6.5)


repeated_text_scatter <- wide %>%
  select(comment_url, best_match_type, matches("bestMatch.financial_measure"),
         `Seq. Leng. Over 10`, Words) %>%
  filter(Words > 0) %>%
  distinct() %>%
  rename("CIK" = "CIK.bestMatch.financial_measure") %>%
  rename("FDIC" = "FDIC_Institutions.bestMatch.financial_measure") %>%
  rename("Compustat" = "compustat_resources.bestMatch.financial_measure") %>%
  rename("Nonprofits" = "nonprofits_resources.bestMatch.financial_measure") %>%
  rename("Open Secrets" = "opensecrets_resources_jwVersion.bestMatch.financial_measure") %>%
  rename("Repeated Text" = `Seq. Leng. Over 10`) %>%
  gather(match_type, resources, -comment_url, -best_match_type, 
         -`Repeated Text`,
         -Words) %>%
  ggplot( aes(x=resources, y=`Repeated Text`)) + #fill = best_match_type, color = best_match_type
  geom_point() +
  geom_smooth(method = "lm") +
  facet_wrap(~match_type, scales = "fixed") +
  scale_y_log10(labels = scales::comma_format(accuracy=1)) +
  scale_x_log10(labels = scales::comma_format(accuracy=1)) +
  theme_bw() +
  labs(title = "Cumulative Repeated Text and Organizational Resources",
       caption = "The depentend variable is based on sequences of over 10 words") +  
  theme(legend.position="none",
        plot.title = element_text(hjust = 0.5),
        strip.background = element_rect(colour=NA, fill=NA),
        panel.border = element_rect(fill = NA, color = "black")) +  
  xlab("Resources") +
  ylab("Total Amount of Repeated Text")

repeated_text_by_agency <- wide %>%
  select(comment_url, best_match_type, matches("bestMatch.financial_measure"),
         comment_agency,
         `Seq. Leng. Over 10`, Words) %>%
  filter(Words > 0) %>%
  distinct() %>%
  rename("CIK" = "CIK.bestMatch.financial_measure") %>%
  rename("FDIC" = "FDIC_Institutions.bestMatch.financial_measure") %>%
  rename("Compustat" = "compustat_resources.bestMatch.financial_measure") %>%
  rename("Nonprofits" = "nonprofits_resources.bestMatch.financial_measure") %>%
  rename("Open Secrets" = "opensecrets_resources_jwVersion.bestMatch.financial_measure") %>%
  rename("Repeated Text" = `Seq. Leng. Over 10`) %>%
  gather(match_type, resources, -comment_url, -best_match_type, 
         -`Repeated Text`,-comment_agency,
         -Words) %>%
  ggplot( aes(x=resources, y=`Repeated Text`)) + #fill = best_match_type, color = best_match_type
  geom_point() +
  geom_smooth(method = "lm") +
  facet_wrap(~comment_agency, scales = "fixed") +
  scale_y_log10(labels = scales::comma_format(accuracy=1)) +
  scale_x_log10(labels = scales::comma_format(accuracy=10)) +
  theme_bw() +
  labs(title = "Cumulative Repeated Text and Organizational Resources",
       caption = "The dependent variable is based on sequences of over 10 words") +  
  theme(legend.position="none",
        plot.title = element_text(hjust = 0.5),
        strip.background = element_rect(colour=NA, fill=NA),
        panel.border = element_rect(fill = NA, color = "black")) +  
  xlab("Resources") +
  ylab("Total Amount of Repeated Text (Words)")

# Plots for paper ####

# ggsave(plot = repeated_text_by_agency, "/Users/stevenrashin/Dropbox/FINREG-RULEMAKE/Drafts/Participatory Inequality and Rulemaking: Evidence from Financial Regulation/Figures/Repeated_text_agency_assets_cumulative_over10.pdf", width = 13, height = 6.5)

# ggsave(plot = repeated_text_scatter, "Repeated_text_assets_cumulative_over10.pdf", width = 9, height = 6.5)

rpt_naive <- lm(formula = "log(`Seq. Leng. Over 10`+1) ~ log_p1_financial_measure", data = wide)
rpt_w_control <- lm(formula = "log(`Seq. Leng. Over 10`+1) ~ log_p1_financial_measure + log(Words+1)", data = wide)
rpt_w_control_w_fex <- lm(formula = "log(`Seq. Leng. Over 10`+1) ~ log_p1_financial_measure + log(Words+1)+
                          comment_agency + rin", data = wide)
rpt_w_control_w_full_fex <- lm(formula = "log(`Seq. Leng. Over 10`+1) ~ log_p1_financial_measure + log(Words+1)+
                          comment_agency + rin + best_match_type", data = wide)

# library(miceadds)

#rpt_w_control_se <- lm.cluster(formula = "log(`Seq. Leng. Over 10`+1) ~ log_p1_financial_measure + log(Words+1)", data = wide,cluster = 'rin')
#rpt_w_control_w_fex_se <- lm.cluster(formula = "log(`Seq. Leng. Over 10`+1) ~ log_p1_financial_measure + log(Words+1)+
#                          comment_agency + rin", data = wide,cluster = 'rin')
#rpt_w_control_w_full_fex_se <- lm.cluster(formula = "log(`Seq. Leng. Over 10`+1) ~ log_p1_financial_measure + log(Words+1)+
#                          comment_agency + rin + #best_match_type", data = wide,cluster = 'rin')
# 
# stargazer::stargazer(rpt_naive,rpt_w_control,rpt_w_control_w_fex, rpt_w_control_w_full_fex,
#                      title="Text Reuse and Organizational Assets", type="latex", 
#                      digits=3, 
#                      se = list(NULL, 
#                                sqrt(diag(vcov(rpt_w_control_se))), 
#                                sqrt(diag(vcov(rpt_w_control_w_fex_se))), 
#                                sqrt(diag(vcov(rpt_w_control_w_full_fex_se))) 
#                                ),
#                      dep.var.labels=c("Cumulative Repeated Text"),
#                      omit = c("comment_agency","rin","best_match_type"),
#                      covariate.labels=c("Log Org. Resources",
#                                         "Log Comment Length"),
#                      omit.stat=c("LL","ser","f","adj.rsq"), no.space=TRUE,
#                      add.lines = list(
#                        c("Clustering", "No", "Rule","Rule","Rule"),
#                        c("Fixed effects?", "No", "No","Agency, RIN","Agency, RIN, Source")),
#                      #out="/Users/stevenrashin/Dropbox/FINREG-RULEMAKE/Drafts/Participatory Inequality and Rulemaking: Evidence from Financial Regulation/Tables/efficacy_and_resources.txt"
)

# Complexity plots ####
tables_and_figures <- wide %>%
  left_join(technical_terms, by = c("comment_url")) %>%
  filter(Words > 0) %>%
  distinct() %>%
  rename("CIK" = "CIK.bestMatch.financial_measure") %>%
  rename("FDIC" = "FDIC_Institutions.bestMatch.financial_measure") %>%
  rename("Compustat" = "compustat_resources.bestMatch.financial_measure") %>%
  rename("Nonprofits" = "nonprofits_resources.bestMatch.financial_measure") %>%
  rename("Open Secrets" = "opensecrets_resources_jwVersion.bestMatch.financial_measure") %>%
  rename("Repeated Text" = `Seq. Leng. Over 10`) %>%
  ggplot( aes(x=Visualizations, y=`Repeated Text`)) +
  geom_point() +
  geom_smooth(method = "lm") +
  facet_wrap(~comment_agency, scales = "fixed") +
  scale_y_log10(labels = scales::comma_format(accuracy=1)) +
  theme_bw() +
  labs(title = "Log Cumulative Repeated Text and Data",
       caption = "The dependent variable is based on sequences of over 10 words") +  
  theme(legend.position="none",
        plot.title = element_text(hjust = 0.5),
        strip.background = element_rect(colour=NA, fill=NA),
        panel.border = element_rect(fill = NA, color = "black")) +  
  xlab("Tables and Figures") +
  ylab("Total Amount of Repeated Text (Words)")
  
# Dictionary Term plots ####
dict_terms <- wide %>%
  left_join(technical_terms, by = c("comment_url")) %>%
  filter(Words > 0) %>%
  distinct() %>%
  rename("CIK" = "CIK.bestMatch.financial_measure") %>%
  rename("FDIC" = "FDIC_Institutions.bestMatch.financial_measure") %>%
  rename("Compustat" = "compustat_resources.bestMatch.financial_measure") %>%
  rename("Nonprofits" = "nonprofits_resources.bestMatch.financial_measure") %>%
  rename("Open Secrets" = "opensecrets_resources_jwVersion.bestMatch.financial_measure") %>%
  rename("Repeated Text" = `Seq. Leng. Over 10`) %>%
  ggplot( aes(x=dictionary_terms, y=`Repeated Text`)) +
  #dictionary_terms = banking + us_law - overlap
  geom_point() +
  geom_smooth(method = "lm") +
  facet_wrap(~comment_agency, scales = "fixed") +
  scale_y_log10(labels = scales::comma_format(accuracy=1)) +
  scale_x_log10(labels = scales::comma_format(accuracy=10)) +
  theme_bw() +
  labs(title = "Log Cumulative Repeated Text and Legal and Banking Terms",
       caption = "The dependent variable is based on sequences of over 10 words \n 
       Dictionary terms are the sum of banking and legal terms") +  
  theme(legend.position="none",
        plot.title = element_text(hjust = 0.5),
        strip.background = element_rect(colour=NA, fill=NA),
        panel.border = element_rect(fill = NA, color = "black")) +  
  xlab("Legal and Banking Terms") +
  ylab("Total Amount of Repeated Text (Words)")

bluebook <- wide %>%
  left_join(technical_terms, by = c("comment_url")) %>%
  filter(Words > 0) %>%
  distinct() %>%
  rename("CIK" = "CIK.bestMatch.financial_measure") %>%
  rename("FDIC" = "FDIC_Institutions.bestMatch.financial_measure") %>%
  rename("Compustat" = "compustat_resources.bestMatch.financial_measure") %>%
  rename("Nonprofits" = "nonprofits_resources.bestMatch.financial_measure") %>%
  rename("Open Secrets" = "opensecrets_resources_jwVersion.bestMatch.financial_measure") %>%
  rename("Repeated Text" = `Seq. Leng. Over 10`) %>%
  ggplot( aes(x=Total_Legal_Citations, y=`Repeated Text`)) +
  #Total_Legal_Citations = US_Code + Supreme_Court_Cases + 
  #Appeals_and_District_Court_Cases + Code_of_Federal_Regulations +
  #Federal_Register_Total
  #dictionary_terms = banking + us_law - overlap
  geom_point() +
  geom_smooth(method = "lm") +
  facet_wrap(~comment_agency, scales = "fixed") +
  scale_y_log10(labels = scales::comma_format(accuracy=1)) +
  scale_x_log10(labels = scales::comma_format(accuracy=10)) +
  theme_bw() +
  labs(title = "Log Cumulative Repeated Text and Bluebook Citations",
       caption = "The dependent variable is based on sequences of over 10 words \n
       Bluebook terms are include US Code, Federal Court Cases, the CFR") +  
  theme(legend.position="none",
        plot.title = element_text(hjust = 0.5),
        strip.background = element_rect(colour=NA, fill=NA),
        panel.border = element_rect(fill = NA, color = "black")) +  
  xlab("Bluebook Citations") +
  ylab("Total Amount of Repeated Text (Words)")

# ggsave(plot = dict_terms, "/Users/stevenrashin/Dropbox/FINREG-RULEMAKE/Drafts/Participatory Inequality and Rulemaking: Evidence from Financial Regulation/Figures/Repeated_text_agency_dictionary_cumulative_over10.pdf", width = 13, height = 6.5)
# ggsave(plot = bluebook, "/Users/stevenrashin/Dropbox/FINREG-RULEMAKE/Drafts/Participatory Inequality and Rulemaking: Evidence from Financial Regulation/Figures/Repeated_text_agency_bluebook_cumulative_over10.pdf", width = 13, height = 6.5)

big_dict_resources <- wide %>%
  left_join(technical_terms, by = c("comment_url")) %>%
  filter(Words > 0) %>%
  select(comment_url, best_match_type, matches("bestMatch.financial_measure"),
         comment_agency,
         `Seq. Leng. Over 10`,dictionary_terms) %>%
  distinct() %>%
  rename("CIK" = "CIK.bestMatch.financial_measure") %>%
  rename("FDIC" = "FDIC_Institutions.bestMatch.financial_measure") %>%
  rename("Compustat" = "compustat_resources.bestMatch.financial_measure") %>%
  rename("Nonprofits" = "nonprofits_resources.bestMatch.financial_measure") %>%
  rename("Open Secrets" = "opensecrets_resources_jwVersion.bestMatch.financial_measure") %>%
  gather(match_type, resources, -dictionary_terms,-comment_url, -best_match_type, 
         -comment_agency) %>%
  filter(resources>10000) %>%
  ggplot( aes(x=resources, y=dictionary_terms)) +
  #Total_Legal_Citations = US_Code + Supreme_Court_Cases + 
  #Appeals_and_District_Court_Cases + Code_of_Federal_Regulations +
  #Federal_Register_Total
  #dictionary_terms = banking + us_law - overlap
  geom_point() +
  geom_smooth(method = "lm") +
  facet_wrap(~comment_agency, scales = "fixed") +
  scale_y_log10(labels = scales::comma_format(accuracy=1)) +
  scale_x_log10(labels = scales::comma_format(accuracy=10)) +
  theme_bw() +
  labs(title = "Log Dictionary Terms and Resources",
       caption = "") +  
  theme(legend.position="none",
        plot.title = element_text(hjust = 0.5),
        strip.background = element_rect(colour=NA, fill=NA),
        panel.border = element_rect(fill = NA, color = "black")) +  
  xlab("Resources") +
  ylab("Comment Sophistication (Dictionary Terms)")

all_dict_resources <- wide %>%
  left_join(technical_terms, by = c("comment_url")) %>%
  filter(Words > 0) %>%
  select(comment_url, best_match_type, matches("bestMatch.financial_measure"),
         comment_agency,
         `Seq. Leng. Over 10`,dictionary_terms) %>%
  distinct() %>%
  rename("CIK" = "CIK.bestMatch.financial_measure") %>%
  rename("FDIC" = "FDIC_Institutions.bestMatch.financial_measure") %>%
  rename("Compustat" = "compustat_resources.bestMatch.financial_measure") %>%
  rename("Nonprofits" = "nonprofits_resources.bestMatch.financial_measure") %>%
  rename("Open Secrets" = "opensecrets_resources_jwVersion.bestMatch.financial_measure") %>%
  gather(match_type, resources, -dictionary_terms,-comment_url, -best_match_type, 
         -comment_agency) %>%
  ggplot( aes(x=resources, y=dictionary_terms)) +
  #Total_Legal_Citations = US_Code + Supreme_Court_Cases + 
  #Appeals_and_District_Court_Cases + Code_of_Federal_Regulations +
  #Federal_Register_Total
  #dictionary_terms = banking + us_law - overlap
  geom_point() +
  geom_smooth(method = "lm") +
  facet_wrap(~comment_agency, scales = "fixed") +
  scale_y_log10(labels = scales::comma_format(accuracy=1)) +
  scale_x_log10(labels = scales::comma_format(accuracy=10)) +
  theme_bw() +
  labs(title = "Log Dictionary Terms and Resources",
       caption = "") +  
  theme(legend.position="none",
        plot.title = element_text(hjust = 0.5),
        strip.background = element_rect(colour=NA, fill=NA),
        panel.border = element_rect(fill = NA, color = "black")) +  
  xlab("Resources") +
  ylab("Comment Sophistication (Dictionary Terms)")


names(technical_terms)

#'4. @Steve and @Chris, I’d recommend some scatters (colored by data source: “best_match_type”) 
#'and regressions of comment sophistication by log_p1_financial_measure 
#'(and in the organization-level dataset, by num_comments submitted and by 
#'num_venues_commenting_in)


#### DEAL WITH THIS LATER ####
long <- all_repeated_language %>%
  inner_join(commenter_covariates, by = "comment_url")